Refactor database interactions to use Drizzle ORM

- Replaced direct SQLite database calls with Drizzle ORM methods in `top-monthly-sold-by-category.ts`, `writer.ts`, and `upc-file-analysis.ts`. - Updated test cases in `top-monthly-sold-by-category.test.ts` to mock the new database interactions. - Removed unnecessary database initialization and cleanup code. - Improved code readability and maintainability by using ORM features for inserting and updating records.
2026-05-25 00:08:30 -04:00
parent 70e0e8a535
commit b982edd160
22 changed files with 2456 additions and 2766 deletions
--- a/.env.example
+++ b/.env.example
@@ -19,3 +19,4 @@ GOOGLE_API_KEY=your_google_api_key
 GOOGLE_CSE_ID=your_google_programmable_search_engine_id
 SERPAPI_API_KEY=your_serpapi_api_key_for_google_shopping

+DB_CONNECTION_STRING=your_database_connection_string
--- a/bun.lock
+++ b/bun.lock
@@ -6,8 +6,10 @@
      "name": "asin-check",
      "dependencies": {
        "amazon-sp-api": "^1.2.1",
+        "drizzle-orm": "^0.45.2",
        "exceljs": "^4.4.0",
        "ioredis": "^5.10.1",
+        "postgres": "^3.4.9",
        "react": "^19.2.0",
        "react-dom": "^19.2.0",
        "xlsx": "^0.18.5",
@@ -16,11 +18,70 @@
        "@types/bun": "latest",
        "@types/react": "^19.2.14",
        "@types/react-dom": "^19.2.3",
+        "drizzle-kit": "^0.31.10",
        "typescript": "^6.0.3",
      },
    },
  },
  "packages": {
+    "@drizzle-team/brocli": ["@drizzle-team/brocli@0.10.2", "", {}, "sha512-z33Il7l5dKjUgGULTqBsQBQwckHh5AbIuxhdsIxDDiZAzBOrZO6q9ogcWC65kU382AfynTfgNumVcNIjuIua6w=="],
+
+    "@esbuild-kit/core-utils": ["@esbuild-kit/core-utils@3.3.2", "", { "dependencies": { "esbuild": "~0.18.20", "source-map-support": "^0.5.21" } }, "sha512-sPRAnw9CdSsRmEtnsl2WXWdyquogVpB3yZ3dgwJfe8zrOzTsV7cJvmwrKVa+0ma5BoiGJ+BoqkMvawbayKUsqQ=="],
+
+    "@esbuild-kit/esm-loader": ["@esbuild-kit/esm-loader@2.6.5", "", { "dependencies": { "@esbuild-kit/core-utils": "^3.3.2", "get-tsconfig": "^4.7.0" } }, "sha512-FxEMIkJKnodyA1OaCUoEvbYRkoZlLZ4d/eXFu9Fh8CbBBgP5EmZxrfTRyN0qpXZ4vOvqnE5YdRdcrmUUXuU+dA=="],
+
+    "@esbuild/aix-ppc64": ["@esbuild/aix-ppc64@0.25.12", "", { "os": "aix", "cpu": "ppc64" }, "sha512-Hhmwd6CInZ3dwpuGTF8fJG6yoWmsToE+vYgD4nytZVxcu1ulHpUQRAB1UJ8+N1Am3Mz4+xOByoQoSZf4D+CpkA=="],
+
+    "@esbuild/android-arm": ["@esbuild/android-arm@0.25.12", "", { "os": "android", "cpu": "arm" }, "sha512-VJ+sKvNA/GE7Ccacc9Cha7bpS8nyzVv0jdVgwNDaR4gDMC/2TTRc33Ip8qrNYUcpkOHUT5OZ0bUcNNVZQ9RLlg=="],
+
+    "@esbuild/android-arm64": ["@esbuild/android-arm64@0.25.12", "", { "os": "android", "cpu": "arm64" }, "sha512-6AAmLG7zwD1Z159jCKPvAxZd4y/VTO0VkprYy+3N2FtJ8+BQWFXU+OxARIwA46c5tdD9SsKGZ/1ocqBS/gAKHg=="],
+
+    "@esbuild/android-x64": ["@esbuild/android-x64@0.25.12", "", { "os": "android", "cpu": "x64" }, "sha512-5jbb+2hhDHx5phYR2By8GTWEzn6I9UqR11Kwf22iKbNpYrsmRB18aX/9ivc5cabcUiAT/wM+YIZ6SG9QO6a8kg=="],
+
+    "@esbuild/darwin-arm64": ["@esbuild/darwin-arm64@0.25.12", "", { "os": "darwin", "cpu": "arm64" }, "sha512-N3zl+lxHCifgIlcMUP5016ESkeQjLj/959RxxNYIthIg+CQHInujFuXeWbWMgnTo4cp5XVHqFPmpyu9J65C1Yg=="],
+
+    "@esbuild/darwin-x64": ["@esbuild/darwin-x64@0.25.12", "", { "os": "darwin", "cpu": "x64" }, "sha512-HQ9ka4Kx21qHXwtlTUVbKJOAnmG1ipXhdWTmNXiPzPfWKpXqASVcWdnf2bnL73wgjNrFXAa3yYvBSd9pzfEIpA=="],
+
+    "@esbuild/freebsd-arm64": ["@esbuild/freebsd-arm64@0.25.12", "", { "os": "freebsd", "cpu": "arm64" }, "sha512-gA0Bx759+7Jve03K1S0vkOu5Lg/85dou3EseOGUes8flVOGxbhDDh/iZaoek11Y8mtyKPGF3vP8XhnkDEAmzeg=="],
+
+    "@esbuild/freebsd-x64": ["@esbuild/freebsd-x64@0.25.12", "", { "os": "freebsd", "cpu": "x64" }, "sha512-TGbO26Yw2xsHzxtbVFGEXBFH0FRAP7gtcPE7P5yP7wGy7cXK2oO7RyOhL5NLiqTlBh47XhmIUXuGciXEqYFfBQ=="],
+
+    "@esbuild/linux-arm": ["@esbuild/linux-arm@0.25.12", "", { "os": "linux", "cpu": "arm" }, "sha512-lPDGyC1JPDou8kGcywY0YILzWlhhnRjdof3UlcoqYmS9El818LLfJJc3PXXgZHrHCAKs/Z2SeZtDJr5MrkxtOw=="],
+
+    "@esbuild/linux-arm64": ["@esbuild/linux-arm64@0.25.12", "", { "os": "linux", "cpu": "arm64" }, "sha512-8bwX7a8FghIgrupcxb4aUmYDLp8pX06rGh5HqDT7bB+8Rdells6mHvrFHHW2JAOPZUbnjUpKTLg6ECyzvas2AQ=="],
+
+    "@esbuild/linux-ia32": ["@esbuild/linux-ia32@0.25.12", "", { "os": "linux", "cpu": "ia32" }, "sha512-0y9KrdVnbMM2/vG8KfU0byhUN+EFCny9+8g202gYqSSVMonbsCfLjUO+rCci7pM0WBEtz+oK/PIwHkzxkyharA=="],
+
+    "@esbuild/linux-loong64": ["@esbuild/linux-loong64@0.25.12", "", { "os": "linux", "cpu": "none" }, "sha512-h///Lr5a9rib/v1GGqXVGzjL4TMvVTv+s1DPoxQdz7l/AYv6LDSxdIwzxkrPW438oUXiDtwM10o9PmwS/6Z0Ng=="],
+
+    "@esbuild/linux-mips64el": ["@esbuild/linux-mips64el@0.25.12", "", { "os": "linux", "cpu": "none" }, "sha512-iyRrM1Pzy9GFMDLsXn1iHUm18nhKnNMWscjmp4+hpafcZjrr2WbT//d20xaGljXDBYHqRcl8HnxbX6uaA/eGVw=="],
+
+    "@esbuild/linux-ppc64": ["@esbuild/linux-ppc64@0.25.12", "", { "os": "linux", "cpu": "ppc64" }, "sha512-9meM/lRXxMi5PSUqEXRCtVjEZBGwB7P/D4yT8UG/mwIdze2aV4Vo6U5gD3+RsoHXKkHCfSxZKzmDssVlRj1QQA=="],
+
+    "@esbuild/linux-riscv64": ["@esbuild/linux-riscv64@0.25.12", "", { "os": "linux", "cpu": "none" }, "sha512-Zr7KR4hgKUpWAwb1f3o5ygT04MzqVrGEGXGLnj15YQDJErYu/BGg+wmFlIDOdJp0PmB0lLvxFIOXZgFRrdjR0w=="],
+
+    "@esbuild/linux-s390x": ["@esbuild/linux-s390x@0.25.12", "", { "os": "linux", "cpu": "s390x" }, "sha512-MsKncOcgTNvdtiISc/jZs/Zf8d0cl/t3gYWX8J9ubBnVOwlk65UIEEvgBORTiljloIWnBzLs4qhzPkJcitIzIg=="],
+
+    "@esbuild/linux-x64": ["@esbuild/linux-x64@0.25.12", "", { "os": "linux", "cpu": "x64" }, "sha512-uqZMTLr/zR/ed4jIGnwSLkaHmPjOjJvnm6TVVitAa08SLS9Z0VM8wIRx7gWbJB5/J54YuIMInDquWyYvQLZkgw=="],
+
+    "@esbuild/netbsd-arm64": ["@esbuild/netbsd-arm64@0.25.12", "", { "os": "none", "cpu": "arm64" }, "sha512-xXwcTq4GhRM7J9A8Gv5boanHhRa/Q9KLVmcyXHCTaM4wKfIpWkdXiMog/KsnxzJ0A1+nD+zoecuzqPmCRyBGjg=="],
+
+    "@esbuild/netbsd-x64": ["@esbuild/netbsd-x64@0.25.12", "", { "os": "none", "cpu": "x64" }, "sha512-Ld5pTlzPy3YwGec4OuHh1aCVCRvOXdH8DgRjfDy/oumVovmuSzWfnSJg+VtakB9Cm0gxNO9BzWkj6mtO1FMXkQ=="],
+
+    "@esbuild/openbsd-arm64": ["@esbuild/openbsd-arm64@0.25.12", "", { "os": "openbsd", "cpu": "arm64" }, "sha512-fF96T6KsBo/pkQI950FARU9apGNTSlZGsv1jZBAlcLL1MLjLNIWPBkj5NlSz8aAzYKg+eNqknrUJ24QBybeR5A=="],
+
+    "@esbuild/openbsd-x64": ["@esbuild/openbsd-x64@0.25.12", "", { "os": "openbsd", "cpu": "x64" }, "sha512-MZyXUkZHjQxUvzK7rN8DJ3SRmrVrke8ZyRusHlP+kuwqTcfWLyqMOE3sScPPyeIXN/mDJIfGXvcMqCgYKekoQw=="],
+
+    "@esbuild/openharmony-arm64": ["@esbuild/openharmony-arm64@0.25.12", "", { "os": "none", "cpu": "arm64" }, "sha512-rm0YWsqUSRrjncSXGA7Zv78Nbnw4XL6/dzr20cyrQf7ZmRcsovpcRBdhD43Nuk3y7XIoW2OxMVvwuRvk9XdASg=="],
+
+    "@esbuild/sunos-x64": ["@esbuild/sunos-x64@0.25.12", "", { "os": "sunos", "cpu": "x64" }, "sha512-3wGSCDyuTHQUzt0nV7bocDy72r2lI33QL3gkDNGkod22EsYl04sMf0qLb8luNKTOmgF/eDEDP5BFNwoBKH441w=="],
+
+    "@esbuild/win32-arm64": ["@esbuild/win32-arm64@0.25.12", "", { "os": "win32", "cpu": "arm64" }, "sha512-rMmLrur64A7+DKlnSuwqUdRKyd3UE7oPJZmnljqEptesKM8wx9J8gx5u0+9Pq0fQQW8vqeKebwNXdfOyP+8Bsg=="],
+
+    "@esbuild/win32-ia32": ["@esbuild/win32-ia32@0.25.12", "", { "os": "win32", "cpu": "ia32" }, "sha512-HkqnmmBoCbCwxUKKNPBixiWDGCpQGVsrQfJoVGYLPT41XWF8lHuE5N6WhVia2n4o5QK5M4tYr21827fNhi4byQ=="],
+
+    "@esbuild/win32-x64": ["@esbuild/win32-x64@0.25.12", "", { "os": "win32", "cpu": "x64" }, "sha512-alJC0uCZpTFrSL0CCDjcgleBXPnCrEAhTBILpeAp7M/OFgoqtAetfBzX0xM00MUsVVPpVjlPuMbREqnZCXaTnA=="],
+
    "@fast-csv/format": ["@fast-csv/format@4.3.5", "", { "dependencies": { "@types/node": "^14.0.1", "lodash.escaperegexp": "^4.1.2", "lodash.isboolean": "^3.0.3", "lodash.isequal": "^4.5.0", "lodash.isfunction": "^3.0.9", "lodash.isnil": "^4.0.0" } }, "sha512-8iRn6QF3I8Ak78lNAa+Gdl5MJJBM5vRHivFtMRUWINdevNo00K7OXxS2PshawLKTejVwieIlPmK5YlLu6w4u8A=="],

    "@fast-csv/parse": ["@fast-csv/parse@4.3.6", "", { "dependencies": { "@types/node": "^14.0.1", "lodash.escaperegexp": "^4.1.2", "lodash.groupby": "^4.6.0", "lodash.isfunction": "^3.0.9", "lodash.isnil": "^4.0.0", "lodash.isundefined": "^3.0.1", "lodash.uniq": "^4.5.0" } }, "sha512-uRsLYksqpbDmWaSmzvJcuApSEe38+6NQZBUsuAyMZKqHxH0g1wcJgsKUvN3WC8tewaqFjBMMGrkHmC+T7k8LvA=="],
@@ -63,6 +124,8 @@

    "buffer-crc32": ["buffer-crc32@0.2.13", "", {}, "sha512-VO9Ht/+p3SN7SKWqcrgEzjGbRSJYTx+Q1pTQC0wrWqHx0vpJraQ6GtHx8tvcg1rlK1byhU5gccxgOgj7B0TDkQ=="],

+    "buffer-from": ["buffer-from@1.1.2", "", {}, "sha512-E+XQCRwSbaaiChtv6k6Dwgc+bx+Bs6vuKJHHl5kox/BaKbhiXzqQOwK4cO22yElGp2OCmjwVhT3HmxgyPGnJfQ=="],
+
    "buffer-indexof-polyfill": ["buffer-indexof-polyfill@1.0.2", "", {}, "sha512-I7wzHwA3t1/lwXQh+A5PbNvJxgfo5r3xulgpYDB5zckTu/Z9oUK9biouBKQUjEqzaz3HnAT6TYoovmE+GqSf7A=="],

    "buffers": ["buffers@0.1.1", "", {}, "sha512-9q/rDEGSb/Qsvv2qvzIzdluL5k7AaJOTrw23z9reQthrbF7is4CtlT0DXyO1oei2DCp4uojjzQ7igaSHp1kAEQ=="],
@@ -101,6 +164,10 @@

    "denque": ["denque@2.1.0", "", {}, "sha512-HVQE3AAb/pxF8fQAoiqpvg9i3evqug3hoiwakOyZAwJm+6vZehbkYXZ0l4JxS+I3QxM97v5aaRNhj8v5oBhekw=="],

+    "drizzle-kit": ["drizzle-kit@0.31.10", "", { "dependencies": { "@drizzle-team/brocli": "^0.10.2", "@esbuild-kit/esm-loader": "^2.5.5", "esbuild": "^0.25.4", "tsx": "^4.21.0" }, "bin": { "drizzle-kit": "bin.cjs" } }, "sha512-7OZcmQUrdGI+DUNNsKBn1aW8qSoKuTH7d0mYgSP8bAzdFzKoovxEFnoGQp2dVs82EOJeYycqRtciopszwUf8bw=="],
+
+    "drizzle-orm": ["drizzle-orm@0.45.2", "", { "peerDependencies": { "@aws-sdk/client-rds-data": ">=3", "@cloudflare/workers-types": ">=4", "@electric-sql/pglite": ">=0.2.0", "@libsql/client": ">=0.10.0", "@libsql/client-wasm": ">=0.10.0", "@neondatabase/serverless": ">=0.10.0", "@op-engineering/op-sqlite": ">=2", "@opentelemetry/api": "^1.4.1", "@planetscale/database": ">=1.13", "@prisma/client": "*", "@tidbcloud/serverless": "*", "@types/better-sqlite3": "*", "@types/pg": "*", "@types/sql.js": "*", "@upstash/redis": ">=1.34.7", "@vercel/postgres": ">=0.8.0", "@xata.io/client": "*", "better-sqlite3": ">=7", "bun-types": "*", "expo-sqlite": ">=14.0.0", "gel": ">=2", "knex": "*", "kysely": "*", "mysql2": ">=2", "pg": ">=8", "postgres": ">=3", "prisma": "*", "sql.js": ">=1", "sqlite3": ">=5" }, "optionalPeers": ["@aws-sdk/client-rds-data", "@cloudflare/workers-types", "@electric-sql/pglite", "@libsql/client", "@libsql/client-wasm", "@neondatabase/serverless", "@op-engineering/op-sqlite", "@opentelemetry/api", "@planetscale/database", "@prisma/client", "@tidbcloud/serverless", "@types/better-sqlite3", "@types/pg", "@types/sql.js", "@upstash/redis", "@vercel/postgres", "@xata.io/client", "better-sqlite3", "bun-types", "expo-sqlite", "gel", "knex", "kysely", "mysql2", "pg", "postgres", "prisma", "sql.js", "sqlite3"] }, "sha512-kY0BSaTNYWnoDMVoyY8uxmyHjpJW1geOmBMdSSicKo9CIIWkSxMIj2rkeSR51b8KAPB7m+qysjuHme5nKP+E5Q=="],
+
    "dunder-proto": ["dunder-proto@1.0.1", "", { "dependencies": { "call-bind-apply-helpers": "^1.0.1", "es-errors": "^1.3.0", "gopd": "^1.2.0" } }, "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A=="],

    "duplexer2": ["duplexer2@0.1.4", "", { "dependencies": { "readable-stream": "^2.0.2" } }, "sha512-asLFVfWWtJ90ZyOUHMqk7/S2w2guQKxUI2itj3d92ADHhxUSbCMGi1f1cBcJ7xM1To+pE/Khbwo1yuNbMEPKeA=="],
@@ -113,6 +180,8 @@

    "es-object-atoms": ["es-object-atoms@1.1.1", "", { "dependencies": { "es-errors": "^1.3.0" } }, "sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA=="],

+    "esbuild": ["esbuild@0.25.12", "", { "optionalDependencies": { "@esbuild/aix-ppc64": "0.25.12", "@esbuild/android-arm": "0.25.12", "@esbuild/android-arm64": "0.25.12", "@esbuild/android-x64": "0.25.12", "@esbuild/darwin-arm64": "0.25.12", "@esbuild/darwin-x64": "0.25.12", "@esbuild/freebsd-arm64": "0.25.12", "@esbuild/freebsd-x64": "0.25.12", "@esbuild/linux-arm": "0.25.12", "@esbuild/linux-arm64": "0.25.12", "@esbuild/linux-ia32": "0.25.12", "@esbuild/linux-loong64": "0.25.12", "@esbuild/linux-mips64el": "0.25.12", "@esbuild/linux-ppc64": "0.25.12", "@esbuild/linux-riscv64": "0.25.12", "@esbuild/linux-s390x": "0.25.12", "@esbuild/linux-x64": "0.25.12", "@esbuild/netbsd-arm64": "0.25.12", "@esbuild/netbsd-x64": "0.25.12", "@esbuild/openbsd-arm64": "0.25.12", "@esbuild/openbsd-x64": "0.25.12", "@esbuild/openharmony-arm64": "0.25.12", "@esbuild/sunos-x64": "0.25.12", "@esbuild/win32-arm64": "0.25.12", "@esbuild/win32-ia32": "0.25.12", "@esbuild/win32-x64": "0.25.12" }, "bin": { "esbuild": "bin/esbuild" } }, "sha512-bbPBYYrtZbkt6Os6FiTLCTFxvq4tt3JKall1vRwshA3fdVztsLAatFaZobhkBC8/BrPetoa0oksYoKXoG4ryJg=="],
+
    "exceljs": ["exceljs@4.4.0", "", { "dependencies": { "archiver": "^5.0.0", "dayjs": "^1.8.34", "fast-csv": "^4.3.1", "jszip": "^3.10.1", "readable-stream": "^3.6.0", "saxes": "^5.0.1", "tmp": "^0.2.0", "unzipper": "^0.10.11", "uuid": "^8.3.0" } }, "sha512-XctvKaEMaj1Ii9oDOqbW/6e1gXknSY4g/aLCDicOXqBE4M0nRWkUu0PTp++UPNzoFY12BNHMfs/VadKIS6llvg=="],

    "fast-csv": ["fast-csv@4.3.6", "", { "dependencies": { "@fast-csv/format": "4.3.5", "@fast-csv/parse": "4.3.6" } }, "sha512-2RNSpuwwsJGP0frGsOmTb9oUF+VkFSM4SyLTDgwf2ciHWTarN0lQTC+F2f/t5J9QjW+c65VFIAAu85GsvMIusw=="],
@@ -127,6 +196,8 @@

    "fs.realpath": ["fs.realpath@1.0.0", "", {}, "sha512-OO0pH2lK6a0hZnAdau5ItzHPI6pUlvI7jMVnxUQRtw4owF2wk8lOSabtGDCTP4Ggrg2MbGnWO9X8K1t4+fGMDw=="],

+    "fsevents": ["fsevents@2.3.3", "", { "os": "darwin" }, "sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw=="],
+
    "fstream": ["fstream@1.0.12", "", { "dependencies": { "graceful-fs": "^4.1.2", "inherits": "~2.0.0", "mkdirp": ">=0.5 0", "rimraf": "2" } }, "sha512-WvJ193OHa0GHPEL+AycEJgxvBEwyfRkN1vhjca23OaPVMCaLCXTd5qAu82AjTcgP1UJmytkOKb63Ypde7raDIg=="],

    "function-bind": ["function-bind@1.1.2", "", {}, "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA=="],
@@ -135,6 +206,8 @@

    "get-proto": ["get-proto@1.0.1", "", { "dependencies": { "dunder-proto": "^1.0.1", "es-object-atoms": "^1.0.0" } }, "sha512-sTSfBjoXBp89JvIKIefqw7U2CCebsc74kiY6awiGogKtoSGbgjYE/G/+l9sF3MWFPNc9IcoOC4ODfKHfxFmp0g=="],

+    "get-tsconfig": ["get-tsconfig@4.14.0", "", { "dependencies": { "resolve-pkg-maps": "^1.0.0" } }, "sha512-yTb+8DXzDREzgvYmh6s9vHsSVCHeC0G3PI5bEXNBHtmshPnO+S5O7qgLEOn0I5QvMy6kpZN8K1NKGyilLb93wA=="],
+
    "glob": ["glob@7.2.3", "", { "dependencies": { "fs.realpath": "^1.0.0", "inflight": "^1.0.4", "inherits": "2", "minimatch": "^3.1.1", "once": "^1.3.0", "path-is-absolute": "^1.0.0" } }, "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q=="],

    "gopd": ["gopd@1.2.0", "", {}, "sha512-ZUKRh6/kUFoAiTAtTYPZJ3hw9wNxx+BIBOijnlG9PnrJsCcSjs1wyyD6vJpaYtgnzDrKYRSqf3OO6Rfa93xsRg=="],
@@ -217,6 +290,8 @@

    "path-is-absolute": ["path-is-absolute@1.0.1", "", {}, "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg=="],

+    "postgres": ["postgres@3.4.9", "", {}, "sha512-GD3qdB0x1z9xgFI6cdRD6xu2Sp2WCOEoe3mtnyB5Ee0XrrL5Pe+e4CCnJrRMnL1zYtRDZmQQVbvOttLnKDLnaw=="],
+
    "process-nextick-args": ["process-nextick-args@2.0.1", "", {}, "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag=="],

    "qs": ["qs@6.15.1", "", { "dependencies": { "side-channel": "^1.1.0" } }, "sha512-6YHEFRL9mfgcAvql/XhwTvf5jKcOiiupt2FiJxHkiX1z4j7WL8J/jRHYLluORvc1XxB5rV20KoeK00gVJamspg=="],
@@ -233,6 +308,8 @@

    "redis-parser": ["redis-parser@3.0.0", "", { "dependencies": { "redis-errors": "^1.0.0" } }, "sha512-DJnGAeenTdpMEH6uAJRK/uiyEIH9WVsUmoLwzudwGJUwZPp80PDBWPHXSAGNPwNvIXAbe7MSUB1zQFugFml66A=="],

+    "resolve-pkg-maps": ["resolve-pkg-maps@1.0.0", "", {}, "sha512-seS2Tj26TBVOC2NIc2rOe2y2ZO7efxITtLZcGSOnHHNOQ7CkiUBfw0Iw2ck6xkIhPwLhKNLS8BO+hEpngQlqzw=="],
+
    "rimraf": ["rimraf@2.7.1", "", { "dependencies": { "glob": "^7.1.3" }, "bin": { "rimraf": "./bin.js" } }, "sha512-uWjbaKIK3T1OSVptzX7Nl6PvQ3qAGtKEtVRjRuazjfL3Bx5eI409VZSqgND+4UNnmzLVdPj9FqFJNPqBZFve4w=="],

    "safe-buffer": ["safe-buffer@5.1.2", "", {}, "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="],
@@ -253,6 +330,10 @@

    "side-channel-weakmap": ["side-channel-weakmap@1.0.2", "", { "dependencies": { "call-bound": "^1.0.2", "es-errors": "^1.3.0", "get-intrinsic": "^1.2.5", "object-inspect": "^1.13.3", "side-channel-map": "^1.0.1" } }, "sha512-WPS/HvHQTYnHisLo9McqBHOJk2FkHO/tlpvldyrnem4aeQp4hai3gythswg6p01oSoTl58rcpiFAjF2br2Ak2A=="],

+    "source-map": ["source-map@0.6.1", "", {}, "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g=="],
+
+    "source-map-support": ["source-map-support@0.5.21", "", { "dependencies": { "buffer-from": "^1.0.0", "source-map": "^0.6.0" } }, "sha512-uBHU3L3czsIyYXKX88fdrGovxdSCoTGDRZ6SYXtSRxLZUzHg5P/66Ht6uoUlHu9EZod+inXhKo3qQgwXUT/y1w=="],
+
    "ssf": ["ssf@0.11.2", "", { "dependencies": { "frac": "~1.1.2" } }, "sha512-+idbmIXoYET47hH+d7dfm2epdOMUDjqcB4648sTZ+t2JwoyBFL/insLfB/racrDmsKB3diwsDA696pZMieAC5g=="],

    "standard-as-callback": ["standard-as-callback@2.1.0", "", {}, "sha512-qoRRSyROncaz1z0mvYqIE4lCd9p2R90i6GxW3uZv5ucSu8tU7B5HXUP1gG8pVZsYNVaXjk8ClXHPttLyxAL48A=="],
@@ -267,6 +348,8 @@

    "traverse": ["traverse@0.3.9", "", {}, "sha512-iawgk0hLP3SxGKDfnDJf8wTz4p2qImnyihM5Hh/sGvQ3K37dPi/w8sRhdNIxYA1TwFwc5mDhIJq+O0RsvXBKdQ=="],

+    "tsx": ["tsx@4.22.3", "", { "dependencies": { "esbuild": "~0.28.0" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "bin": { "tsx": "dist/cli.mjs" } }, "sha512-mdoNxBC/cSQObGGVQ5Bpn5i+yv7j68gk3Nfm3wFjcJg3Z0Mix9jzAFfP12prmm5eVGmDKtp0yyArrs0Q+8gZHg=="],
+
    "typescript": ["typescript@6.0.3", "", { "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" } }, "sha512-y2TvuxSZPDyQakkFRPZHKFm+KKVqIisdg9/CZwm9ftvKXLP8NRWj38/ODjNbr43SsoXqNuAisEf1GdCxqWcdBw=="],

    "undici-types": ["undici-types@7.18.2", "", {}, "sha512-AsuCzffGHJybSaRrmr5eHr81mwJU3kjw6M+uprWvCXiNeN9SOGwQ3Jn8jb8m3Z6izVgknn1R0FTCEAP2QrLY/w=="],
@@ -289,6 +372,8 @@

    "zip-stream": ["zip-stream@4.1.1", "", { "dependencies": { "archiver-utils": "^3.0.4", "compress-commons": "^4.1.2", "readable-stream": "^3.6.0" } }, "sha512-9qv4rlDiopXg4E69k+vMHjNN63YFMe9sZMrdlvKnCjlCRWeCBswPPMPUfx+ipsAWq1LXHe70RcbaHdJJpS6hyQ=="],

+    "@esbuild-kit/core-utils/esbuild": ["esbuild@0.18.20", "", { "optionalDependencies": { "@esbuild/android-arm": "0.18.20", "@esbuild/android-arm64": "0.18.20", "@esbuild/android-x64": "0.18.20", "@esbuild/darwin-arm64": "0.18.20", "@esbuild/darwin-x64": "0.18.20", "@esbuild/freebsd-arm64": "0.18.20", "@esbuild/freebsd-x64": "0.18.20", "@esbuild/linux-arm": "0.18.20", "@esbuild/linux-arm64": "0.18.20", "@esbuild/linux-ia32": "0.18.20", "@esbuild/linux-loong64": "0.18.20", "@esbuild/linux-mips64el": "0.18.20", "@esbuild/linux-ppc64": "0.18.20", "@esbuild/linux-riscv64": "0.18.20", "@esbuild/linux-s390x": "0.18.20", "@esbuild/linux-x64": "0.18.20", "@esbuild/netbsd-x64": "0.18.20", "@esbuild/openbsd-x64": "0.18.20", "@esbuild/sunos-x64": "0.18.20", "@esbuild/win32-arm64": "0.18.20", "@esbuild/win32-ia32": "0.18.20", "@esbuild/win32-x64": "0.18.20" }, "bin": { "esbuild": "bin/esbuild" } }, "sha512-ceqxoedUrcayh7Y7ZX6NdbbDzGROiyVBgC4PriJThBKSVPWnnFHZAkfI1lJT8QFkOwH4qOS2SJkS4wvpGl8BpA=="],
+
    "@fast-csv/format/@types/node": ["@types/node@14.18.63", "", {}, "sha512-fAtCfv4jJg+ExtXhvCkCqUKZ+4ok/JQk01qDKhL5BDDoS3AxKXhV5/MAVUZyQnSEd2GT92fkgZl0pz0Q0AzcIQ=="],

    "@fast-csv/parse/@types/node": ["@types/node@14.18.63", "", {}, "sha512-fAtCfv4jJg+ExtXhvCkCqUKZ+4ok/JQk01qDKhL5BDDoS3AxKXhV5/MAVUZyQnSEd2GT92fkgZl0pz0Q0AzcIQ=="],
@@ -305,10 +390,56 @@

    "string_decoder/safe-buffer": ["safe-buffer@5.2.1", "", {}, "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ=="],

+    "tsx/esbuild": ["esbuild@0.28.0", "", { "optionalDependencies": { "@esbuild/aix-ppc64": "0.28.0", "@esbuild/android-arm": "0.28.0", "@esbuild/android-arm64": "0.28.0", "@esbuild/android-x64": "0.28.0", "@esbuild/darwin-arm64": "0.28.0", "@esbuild/darwin-x64": "0.28.0", "@esbuild/freebsd-arm64": "0.28.0", "@esbuild/freebsd-x64": "0.28.0", "@esbuild/linux-arm": "0.28.0", "@esbuild/linux-arm64": "0.28.0", "@esbuild/linux-ia32": "0.28.0", "@esbuild/linux-loong64": "0.28.0", "@esbuild/linux-mips64el": "0.28.0", "@esbuild/linux-ppc64": "0.28.0", "@esbuild/linux-riscv64": "0.28.0", "@esbuild/linux-s390x": "0.28.0", "@esbuild/linux-x64": "0.28.0", "@esbuild/netbsd-arm64": "0.28.0", "@esbuild/netbsd-x64": "0.28.0", "@esbuild/openbsd-arm64": "0.28.0", "@esbuild/openbsd-x64": "0.28.0", "@esbuild/openharmony-arm64": "0.28.0", "@esbuild/sunos-x64": "0.28.0", "@esbuild/win32-arm64": "0.28.0", "@esbuild/win32-ia32": "0.28.0", "@esbuild/win32-x64": "0.28.0" }, "bin": { "esbuild": "bin/esbuild" } }, "sha512-sNR9MHpXSUV/XB4zmsFKN+QgVG82Cc7+/aaxJ8Adi8hyOac+EXptIp45QBPaVyX3N70664wRbTcLTOemCAnyqw=="],
+
    "unzipper/readable-stream": ["readable-stream@2.3.8", "", { "dependencies": { "core-util-is": "~1.0.0", "inherits": "~2.0.3", "isarray": "~1.0.0", "process-nextick-args": "~2.0.0", "safe-buffer": "~5.1.1", "string_decoder": "~1.1.1", "util-deprecate": "~1.0.1" } }, "sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA=="],

    "zip-stream/archiver-utils": ["archiver-utils@3.0.4", "", { "dependencies": { "glob": "^7.2.3", "graceful-fs": "^4.2.0", "lazystream": "^1.0.0", "lodash.defaults": "^4.2.0", "lodash.difference": "^4.5.0", "lodash.flatten": "^4.4.0", "lodash.isplainobject": "^4.0.6", "lodash.union": "^4.6.0", "normalize-path": "^3.0.0", "readable-stream": "^3.6.0" } }, "sha512-KVgf4XQVrTjhyWmx6cte4RxonPLR9onExufI1jhvw/MQ4BB6IsZD5gT8Lq+u/+pRkWna/6JoHpiQioaqFP5Rzw=="],

+    "@esbuild-kit/core-utils/esbuild/@esbuild/android-arm": ["@esbuild/android-arm@0.18.20", "", { "os": "android", "cpu": "arm" }, "sha512-fyi7TDI/ijKKNZTUJAQqiG5T7YjJXgnzkURqmGj13C6dCqckZBLdl4h7bkhHt/t0WP+zO9/zwroDvANaOqO5Sw=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/android-arm64": ["@esbuild/android-arm64@0.18.20", "", { "os": "android", "cpu": "arm64" }, "sha512-Nz4rJcchGDtENV0eMKUNa6L12zz2zBDXuhj/Vjh18zGqB44Bi7MBMSXjgunJgjRhCmKOjnPuZp4Mb6OKqtMHLQ=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/android-x64": ["@esbuild/android-x64@0.18.20", "", { "os": "android", "cpu": "x64" }, "sha512-8GDdlePJA8D6zlZYJV/jnrRAi6rOiNaCC/JclcXpB+KIuvfBN4owLtgzY2bsxnx666XjJx2kDPUmnTtR8qKQUg=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/darwin-arm64": ["@esbuild/darwin-arm64@0.18.20", "", { "os": "darwin", "cpu": "arm64" }, "sha512-bxRHW5kHU38zS2lPTPOyuyTm+S+eobPUnTNkdJEfAddYgEcll4xkT8DB9d2008DtTbl7uJag2HuE5NZAZgnNEA=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/darwin-x64": ["@esbuild/darwin-x64@0.18.20", "", { "os": "darwin", "cpu": "x64" }, "sha512-pc5gxlMDxzm513qPGbCbDukOdsGtKhfxD1zJKXjCCcU7ju50O7MeAZ8c4krSJcOIJGFR+qx21yMMVYwiQvyTyQ=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/freebsd-arm64": ["@esbuild/freebsd-arm64@0.18.20", "", { "os": "freebsd", "cpu": "arm64" }, "sha512-yqDQHy4QHevpMAaxhhIwYPMv1NECwOvIpGCZkECn8w2WFHXjEwrBn3CeNIYsibZ/iZEUemj++M26W3cNR5h+Tw=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/freebsd-x64": ["@esbuild/freebsd-x64@0.18.20", "", { "os": "freebsd", "cpu": "x64" }, "sha512-tgWRPPuQsd3RmBZwarGVHZQvtzfEBOreNuxEMKFcd5DaDn2PbBxfwLcj4+aenoh7ctXcbXmOQIn8HI6mCSw5MQ=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-arm": ["@esbuild/linux-arm@0.18.20", "", { "os": "linux", "cpu": "arm" }, "sha512-/5bHkMWnq1EgKr1V+Ybz3s1hWXok7mDFUMQ4cG10AfW3wL02PSZi5kFpYKrptDsgb2WAJIvRcDm+qIvXf/apvg=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-arm64": ["@esbuild/linux-arm64@0.18.20", "", { "os": "linux", "cpu": "arm64" }, "sha512-2YbscF+UL7SQAVIpnWvYwM+3LskyDmPhe31pE7/aoTMFKKzIc9lLbyGUpmmb8a8AixOL61sQ/mFh3jEjHYFvdA=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-ia32": ["@esbuild/linux-ia32@0.18.20", "", { "os": "linux", "cpu": "ia32" }, "sha512-P4etWwq6IsReT0E1KHU40bOnzMHoH73aXp96Fs8TIT6z9Hu8G6+0SHSw9i2isWrD2nbx2qo5yUqACgdfVGx7TA=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-loong64": ["@esbuild/linux-loong64@0.18.20", "", { "os": "linux", "cpu": "none" }, "sha512-nXW8nqBTrOpDLPgPY9uV+/1DjxoQ7DoB2N8eocyq8I9XuqJ7BiAMDMf9n1xZM9TgW0J8zrquIb/A7s3BJv7rjg=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-mips64el": ["@esbuild/linux-mips64el@0.18.20", "", { "os": "linux", "cpu": "none" }, "sha512-d5NeaXZcHp8PzYy5VnXV3VSd2D328Zb+9dEq5HE6bw6+N86JVPExrA6O68OPwobntbNJ0pzCpUFZTo3w0GyetQ=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-ppc64": ["@esbuild/linux-ppc64@0.18.20", "", { "os": "linux", "cpu": "ppc64" }, "sha512-WHPyeScRNcmANnLQkq6AfyXRFr5D6N2sKgkFo2FqguP44Nw2eyDlbTdZwd9GYk98DZG9QItIiTlFLHJHjxP3FA=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-riscv64": ["@esbuild/linux-riscv64@0.18.20", "", { "os": "linux", "cpu": "none" }, "sha512-WSxo6h5ecI5XH34KC7w5veNnKkju3zBRLEQNY7mv5mtBmrP/MjNBCAlsM2u5hDBlS3NGcTQpoBvRzqBcRtpq1A=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-s390x": ["@esbuild/linux-s390x@0.18.20", "", { "os": "linux", "cpu": "s390x" }, "sha512-+8231GMs3mAEth6Ja1iK0a1sQ3ohfcpzpRLH8uuc5/KVDFneH6jtAJLFGafpzpMRO6DzJ6AvXKze9LfFMrIHVQ=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/linux-x64": ["@esbuild/linux-x64@0.18.20", "", { "os": "linux", "cpu": "x64" }, "sha512-UYqiqemphJcNsFEskc73jQ7B9jgwjWrSayxawS6UVFZGWrAAtkzjxSqnoclCXxWtfwLdzU+vTpcNYhpn43uP1w=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/netbsd-x64": ["@esbuild/netbsd-x64@0.18.20", "", { "os": "none", "cpu": "x64" }, "sha512-iO1c++VP6xUBUmltHZoMtCUdPlnPGdBom6IrO4gyKPFFVBKioIImVooR5I83nTew5UOYrk3gIJhbZh8X44y06A=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/openbsd-x64": ["@esbuild/openbsd-x64@0.18.20", "", { "os": "openbsd", "cpu": "x64" }, "sha512-e5e4YSsuQfX4cxcygw/UCPIEP6wbIL+se3sxPdCiMbFLBWu0eiZOJ7WoD+ptCLrmjZBK1Wk7I6D/I3NglUGOxg=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/sunos-x64": ["@esbuild/sunos-x64@0.18.20", "", { "os": "sunos", "cpu": "x64" }, "sha512-kDbFRFp0YpTQVVrqUd5FTYmWo45zGaXe0X8E1G/LKFC0v8x0vWrhOWSLITcCn63lmZIxfOMXtCfti/RxN/0wnQ=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/win32-arm64": ["@esbuild/win32-arm64@0.18.20", "", { "os": "win32", "cpu": "arm64" }, "sha512-ddYFR6ItYgoaq4v4JmQQaAI5s7npztfV4Ag6NrhiaW0RrnOXqBkgwZLofVTlq1daVTQNhtI5oieTvkRPfZrePg=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/win32-ia32": ["@esbuild/win32-ia32@0.18.20", "", { "os": "win32", "cpu": "ia32" }, "sha512-Wv7QBi3ID/rROT08SABTS7eV4hX26sVduqDOTe1MvGMjNd3EjOz4b7zeexIR62GTIEKrfJXKL9LFxTYgkyeu7g=="],
+
+    "@esbuild-kit/core-utils/esbuild/@esbuild/win32-x64": ["@esbuild/win32-x64@0.18.20", "", { "os": "win32", "cpu": "x64" }, "sha512-kTdfRcSiDfQca/y9QIkng02avJ+NCaQvrMejlsB3RRv5sE9rRoeBPISaZpKxHELzRxZyLvNts1P27W3wV+8geQ=="],
+
    "archiver-utils/readable-stream/string_decoder": ["string_decoder@1.1.1", "", { "dependencies": { "safe-buffer": "~5.1.0" } }, "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg=="],

    "duplexer2/readable-stream/string_decoder": ["string_decoder@1.1.1", "", { "dependencies": { "safe-buffer": "~5.1.0" } }, "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg=="],
@@ -319,6 +450,58 @@

    "lazystream/readable-stream/string_decoder": ["string_decoder@1.1.1", "", { "dependencies": { "safe-buffer": "~5.1.0" } }, "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg=="],

+    "tsx/esbuild/@esbuild/aix-ppc64": ["@esbuild/aix-ppc64@0.28.0", "", { "os": "aix", "cpu": "ppc64" }, "sha512-lhRUCeuOyJQURhTxl4WkpFTjIsbDayJHih5kZC1giwE+MhIzAb7mEsQMqMf18rHLsrb5qI1tafG20mLxEWcWlA=="],
+
+    "tsx/esbuild/@esbuild/android-arm": ["@esbuild/android-arm@0.28.0", "", { "os": "android", "cpu": "arm" }, "sha512-wqh0ByljabXLKHeWXYLqoJ5jKC4XBaw6Hk08OfMrCRd2nP2ZQ5eleDZC41XHyCNgktBGYMbqnrJKq/K/lzPMSQ=="],
+
+    "tsx/esbuild/@esbuild/android-arm64": ["@esbuild/android-arm64@0.28.0", "", { "os": "android", "cpu": "arm64" }, "sha512-+WzIXQOSaGs33tLEgYPYe/yQHf0WTU0X42Jca3y8NWMbUVhp7rUnw+vAsRC/QiDrdD31IszMrZy+qwPOPjd+rw=="],
+
+    "tsx/esbuild/@esbuild/android-x64": ["@esbuild/android-x64@0.28.0", "", { "os": "android", "cpu": "x64" }, "sha512-+VJggoaKhk2VNNqVL7f6S189UzShHC/mR9EE8rDdSkdpN0KflSwWY/gWjDrNxxisg8Fp1ZCD9jLMo4m0OUfeUA=="],
+
+    "tsx/esbuild/@esbuild/darwin-arm64": ["@esbuild/darwin-arm64@0.28.0", "", { "os": "darwin", "cpu": "arm64" }, "sha512-0T+A9WZm+bZ84nZBtk1ckYsOvyA3x7e2Acj1KdVfV4/2tdG4fzUp91YHx+GArWLtwqp77pBXVCPn2We7Letr0Q=="],
+
+    "tsx/esbuild/@esbuild/darwin-x64": ["@esbuild/darwin-x64@0.28.0", "", { "os": "darwin", "cpu": "x64" }, "sha512-fyzLm/DLDl/84OCfp2f/XQ4flmORsjU7VKt8HLjvIXChJoFFOIL6pLJPH4Yhd1n1gGFF9mPwtlN5Wf82DZs+LQ=="],
+
+    "tsx/esbuild/@esbuild/freebsd-arm64": ["@esbuild/freebsd-arm64@0.28.0", "", { "os": "freebsd", "cpu": "arm64" }, "sha512-l9GeW5UZBT9k9brBYI+0WDffcRxgHQD8ShN2Ur4xWq/NFzUKm3k5lsH4PdaRgb2w7mI9u61nr2gI2mLI27Nh3Q=="],
+
+    "tsx/esbuild/@esbuild/freebsd-x64": ["@esbuild/freebsd-x64@0.28.0", "", { "os": "freebsd", "cpu": "x64" }, "sha512-BXoQai/A0wPO6Es3yFJ7APCiKGc1tdAEOgeTNy3SsB491S3aHn4S4r3e976eUnPdU+NbdtmBuLncYir2tMU9Nw=="],
+
+    "tsx/esbuild/@esbuild/linux-arm": ["@esbuild/linux-arm@0.28.0", "", { "os": "linux", "cpu": "arm" }, "sha512-CjaaREJagqJp7iTaNQjjidaNbCKYcd4IDkzbwwxtSvjI7NZm79qiHc8HqciMddQ6CKvJT6aBd8lO9kN/ZudLlw=="],
+
+    "tsx/esbuild/@esbuild/linux-arm64": ["@esbuild/linux-arm64@0.28.0", "", { "os": "linux", "cpu": "arm64" }, "sha512-RVyzfb3FWsGA55n6WY0MEIEPURL1FcbhFE6BffZEMEekfCzCIMtB5yyDcFnVbTnwk+CLAgTujmV/Lgvih56W+A=="],
+
+    "tsx/esbuild/@esbuild/linux-ia32": ["@esbuild/linux-ia32@0.28.0", "", { "os": "linux", "cpu": "ia32" }, "sha512-KBnSTt1kxl9x70q+ydterVdl+Cn0H18ngRMRCEQfrbqdUuntQQ0LoMZv47uB97NljZFzY6HcfqEZ2SAyIUTQBQ=="],
+
+    "tsx/esbuild/@esbuild/linux-loong64": ["@esbuild/linux-loong64@0.28.0", "", { "os": "linux", "cpu": "none" }, "sha512-zpSlUce1mnxzgBADvxKXX5sl8aYQHo2ezvMNI8I0lbblJtp8V4odlm3Yzlj7gPyt3T8ReksE6bK+pT3WD+aJRg=="],
+
+    "tsx/esbuild/@esbuild/linux-mips64el": ["@esbuild/linux-mips64el@0.28.0", "", { "os": "linux", "cpu": "none" }, "sha512-2jIfP6mmjkdmeTlsX/9vmdmhBmKADrWqN7zcdtHIeNSCH1SqIoNI63cYsjQR8J+wGa4Y5izRcSHSm8K3QWmk3w=="],
+
+    "tsx/esbuild/@esbuild/linux-ppc64": ["@esbuild/linux-ppc64@0.28.0", "", { "os": "linux", "cpu": "ppc64" }, "sha512-bc0FE9wWeC0WBm49IQMPSPILRocGTQt3j5KPCA8os6VprfuJ7KD+5PzESSrJ6GmPIPJK965ZJHTUlSA6GNYEhg=="],
+
+    "tsx/esbuild/@esbuild/linux-riscv64": ["@esbuild/linux-riscv64@0.28.0", "", { "os": "linux", "cpu": "none" }, "sha512-SQPZOwoTTT/HXFXQJG/vBX8sOFagGqvZyXcgLA3NhIqcBv1BJU1d46c0rGcrij2B56Z2rNiSLaZOYW5cUk7yLQ=="],
+
+    "tsx/esbuild/@esbuild/linux-s390x": ["@esbuild/linux-s390x@0.28.0", "", { "os": "linux", "cpu": "s390x" }, "sha512-SCfR0HN8CEEjnYnySJTd2cw0k9OHB/YFzt5zgJEwa+wL/T/raGWYMBqwDNAC6dqFKmJYZoQBRfHjgwLHGSrn3Q=="],
+
+    "tsx/esbuild/@esbuild/linux-x64": ["@esbuild/linux-x64@0.28.0", "", { "os": "linux", "cpu": "x64" }, "sha512-us0dSb9iFxIi8srnpl931Nvs65it/Jd2a2K3qs7fz2WfGPHqzfzZTfec7oxZJRNPXPnNYZtanmRc4AL/JwVzHQ=="],
+
+    "tsx/esbuild/@esbuild/netbsd-arm64": ["@esbuild/netbsd-arm64@0.28.0", "", { "os": "none", "cpu": "arm64" }, "sha512-CR/RYotgtCKwtftMwJlUU7xCVNg3lMYZ0RzTmAHSfLCXw3NtZtNpswLEj/Kkf6kEL3Gw+BpOekRX0BYCtklhUw=="],
+
+    "tsx/esbuild/@esbuild/netbsd-x64": ["@esbuild/netbsd-x64@0.28.0", "", { "os": "none", "cpu": "x64" }, "sha512-nU1yhmYutL+fQ71Kxnhg8uEOdC0pwEW9entHykTgEbna2pw2dkbFSMeqjjyHZoCmt8SBkOSvV+yNmm94aUrrqw=="],
+
+    "tsx/esbuild/@esbuild/openbsd-arm64": ["@esbuild/openbsd-arm64@0.28.0", "", { "os": "openbsd", "cpu": "arm64" }, "sha512-cXb5vApOsRsxsEl4mcZ1XY3D4DzcoMxR/nnc4IyqYs0rTI8ZKmW6kyyg+11Z8yvgMfAEldKzP7AdP64HnSC/6g=="],
+
+    "tsx/esbuild/@esbuild/openbsd-x64": ["@esbuild/openbsd-x64@0.28.0", "", { "os": "openbsd", "cpu": "x64" }, "sha512-8wZM2qqtv9UP3mzy7HiGYNH/zjTA355mpeuA+859TyR+e+Tc08IHYpLJuMsfpDJwoLo1ikIJI8jC3GFjnRClzA=="],
+
+    "tsx/esbuild/@esbuild/openharmony-arm64": ["@esbuild/openharmony-arm64@0.28.0", "", { "os": "none", "cpu": "arm64" }, "sha512-FLGfyizszcef5C3YtoyQDACyg95+dndv79i2EekILBofh5wpCa1KuBqOWKrEHZg3zrL3t5ouE5jgr94vA+Wb2w=="],
+
+    "tsx/esbuild/@esbuild/sunos-x64": ["@esbuild/sunos-x64@0.28.0", "", { "os": "sunos", "cpu": "x64" }, "sha512-1ZgjUoEdHZZl/YlV76TSCz9Hqj9h9YmMGAgAPYd+q4SicWNX3G5GCyx9uhQWSLcbvPW8Ni7lj4gDa1T40akdlw=="],
+
+    "tsx/esbuild/@esbuild/win32-arm64": ["@esbuild/win32-arm64@0.28.0", "", { "os": "win32", "cpu": "arm64" }, "sha512-Q9StnDmQ/enxnpxCCLSg0oo4+34B9TdXpuyPeTedN/6+iXBJ4J+zwfQI28u/Jl40nOYAxGoNi7mFP40RUtkmUA=="],
+
+    "tsx/esbuild/@esbuild/win32-ia32": ["@esbuild/win32-ia32@0.28.0", "", { "os": "win32", "cpu": "ia32" }, "sha512-zF3ag/gfiCe6U2iczcRzSYJKH1DCI+ByzSENHlM2FcDbEeo5Zd2C86Aq0tKUYAJJ1obRP84ymxIAksZUcdztHA=="],
+
+    "tsx/esbuild/@esbuild/win32-x64": ["@esbuild/win32-x64@0.28.0", "", { "os": "win32", "cpu": "x64" }, "sha512-pEl1bO9mfAmIC+tW5btTmrKaujg3zGtUmWNdCw/xs70FBjwAL3o9OEKNHvNmnyylD6ubxUERiEhdsL0xBQ9efw=="],
+
    "unzipper/readable-stream/string_decoder": ["string_decoder@1.1.1", "", { "dependencies": { "safe-buffer": "~5.1.0" } }, "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg=="],
  }
 }
--- a/drizzle.config.ts
+++ b/drizzle.config.ts
@@ -0,0 +1,10 @@
+import { defineConfig } from "drizzle-kit";
+
+export default defineConfig({
+  schema: "./src/db/schema.ts",
+  out: "./drizzle",
+  dialect: "postgresql",
+  dbCredentials: {
+    url: process.env.DB_CONNECTION_STRING!,
+  },
+});
--- a/package.json
+++ b/package.json
@@ -14,18 +14,23 @@
    "start": "bun run src/index.ts",
    "start:web": "bun --hot src/server.ts",
    "build:web": "bun build src/web/index.html --outdir dist",
-    "test": "bun test"
+    "test": "bun test",
+    "db:generate": "drizzle-kit generate",
+    "db:migrate": "drizzle-kit migrate"
  },
  "devDependencies": {
    "@types/bun": "latest",
    "@types/react": "^19.2.14",
    "@types/react-dom": "^19.2.3",
+    "drizzle-kit": "^0.31.10",
    "typescript": "^6.0.3"
  },
  "dependencies": {
    "amazon-sp-api": "^1.2.1",
+    "drizzle-orm": "^0.45.2",
    "exceljs": "^4.4.0",
    "ioredis": "^5.10.1",
+    "postgres": "^3.4.9",
    "react": "^19.2.0",
    "react-dom": "^19.2.0",
    "xlsx": "^0.18.5"
--- a/src/bestsellers-by-category.test.ts
+++ b/src/bestsellers-by-category.test.ts
@@ -1,8 +1,41 @@
-import { test, expect, beforeAll, afterAll, beforeEach, mock } from "bun:test";
-import { Database } from "bun:sqlite";
-import { getDb, initDb, closeDb } from "./database.ts";
-import path from "node:path";
-import { rmSync, mkdirSync } from "node:fs";
+import { test, expect, beforeEach, mock } from "bun:test";
+
+let nextId = 0;
+
+function chainable(resolveWith: any[] = []): any {
+  const p: any = Promise.resolve(resolveWith);
+  p.limit = (_n: any) => chainable(resolveWith);
+  p.where = (_cond: any) => chainable(resolveWith);
+  p.from = (_table: any) => chainable(resolveWith);
+  return p;
+}
+
+const makeMockDb = (): any => ({
+  insert: (_table: any) => ({
+    values: (_vals: any) => ({
+      returning: (_sel: any) => Promise.resolve([{ id: ++nextId }]),
+      onConflictDoUpdate: (_conf: any) => Promise.resolve([]),
+    }),
+  }),
+  update: (_table: any) => ({
+    set: (_vals: any) => ({
+      where: (_cond: any) => Promise.resolve([]),
+    }),
+  }),
+  select: (_sel?: any) => ({
+    from: (_table: any) => ({
+      where: (_cond: any) => chainable(),
+      limit: (_n: any) => chainable(),
+    }),
+  }),
+  selectDistinct: (_sel: any) => ({
+    from: (_table: any) => chainable(),
+  }),
+  execute: (_query: any) => Promise.resolve([]),
+  transaction: async (fn: (tx: any) => Promise<any>) => fn(makeMockDb()),
+});
+
+mock.module("./db/index.ts", () => ({ db: makeMockDb(), client: {} }));

 const fetchSellabilityBatchMock = mock(async (asins: string[]) => {
  return new Map(
@@ -47,40 +80,17 @@ mock.module("./llm.ts", () => ({

 const modulePromise = import("./bestsellers-by-category.ts");

-const DB_TEST_PATH = path.join(
-  process.cwd(),
-  "test_output",
-  "test_analysis.sqlite",
-);
-
-let db: Database;
-let processCategory: (db: Database, runId: number, category: any, perCategoryTop: number) => Promise<any>;
-let insertCategoryRunSummary: (db: Database, summary: any, runTimestamp: string) => Promise<number>;
+let processCategory: (runId: number, category: any, perCategoryTop: number) => Promise<any>;
+let insertCategoryRunSummary: (summary: any, runTimestamp: string) => Promise<number>;
 let originalFetch: typeof globalThis.fetch;

-beforeAll(async () => {
-  const mod = await modulePromise;
-  processCategory = mod.processCategory;
-  insertCategoryRunSummary = mod.insertCategoryRunSummary;
-
-  rmSync(path.dirname(DB_TEST_PATH), { recursive: true, force: true });
-  mkdirSync(path.dirname(DB_TEST_PATH), { recursive: true });
-  initDb(DB_TEST_PATH);
-  db = getDb(DB_TEST_PATH);
-
-  originalFetch = globalThis.fetch;
-});
-
-afterAll(() => {
-  globalThis.fetch = originalFetch;
-  closeDb();
-  rmSync(path.dirname(DB_TEST_PATH), { recursive: true, force: true });
-});
+const mod = await modulePromise;
+processCategory = mod.processCategory;
+insertCategoryRunSummary = mod.insertCategoryRunSummary;
+originalFetch = globalThis.fetch;

 beforeEach(() => {
-  db.run("DELETE FROM product_analysis_results");
-  db.run("DELETE FROM category_analysis_runs");
-
+  nextId = 0;
  globalThis.fetch = mock(async (input: string | URL | Request) => {
    const rawUrl =
      typeof input === "string"
@@ -139,39 +149,34 @@ test("processCategory function test", async () => {
    childCount: 0,
  };

-  const runId = await insertCategoryRunSummary(db, {
-    categoryId: mockCategory.id,
-    categoryLabel: mockCategory.label,
-    topAsinsChecked: 0,
-    availableAsins: 0,
-    fba: 0,
-    fbm: 0,
-    skip: 0,
-    status: "running",
-    error: "",
-    results: [],
-  }, new Date().toISOString());
-  const summary = await processCategory(db, runId, mockCategory, 2);
+  const runId = await insertCategoryRunSummary(
+    {
+      categoryId: mockCategory.id,
+      categoryLabel: mockCategory.label,
+      topAsinsChecked: 0,
+      availableAsins: 0,
+      fba: 0,
+      fbm: 0,
+      skip: 0,
+      status: "running",
+      error: "",
+      results: [],
+    },
+    new Date().toISOString(),
+  );

-  const categoryRun = db.query("SELECT * FROM category_analysis_runs").all() as any[];
-  expect(categoryRun.length).toBe(1);
-  expect(categoryRun[0].category_label).toBe("Category 1");
-  expect(categoryRun[0].top_asins_checked).toBe(2);
-  expect(categoryRun[0].available_asins).toBe(2);
-  expect(categoryRun[0].fba_count).toBe(1);
-  expect(categoryRun[0].fbm_count).toBe(1);
-  expect(categoryRun[0].status).toBe("ok");
+  const summary = await processCategory(runId, mockCategory, 2);

-  const productResults = db.query("SELECT * FROM product_analysis_results ORDER BY asin").all() as any[];
-  expect(productResults.length).toBe(2);
+  expect(summary.status).toBe("ok");
+  expect(summary.topAsinsChecked).toBe(2);
+  expect(summary.availableAsins).toBe(2);
+  expect(summary.fba).toBe(1);
+  expect(summary.fbm).toBe(1);
+  expect(summary.results?.length).toBe(2);
+  expect(summary.results?.[0]?.product.record.asin).toBe("B000000001");
+  expect(summary.results?.[0]?.verdict.verdict).toBe("FBA");
+  expect(summary.results?.[1]?.product.record.asin).toBe("B000000002");
+  expect(summary.results?.[1]?.verdict.verdict).toBe("FBM");

-  expect(productResults[0].asin).toBe("B000000001");
-  expect(productResults[0].name).toBe("Product One");
-  expect(productResults[0].verdict).toBe("FBA");
-  expect(productResults[0].run_id).toBe(categoryRun[0].id);
-
-  expect(productResults[1].asin).toBe("B000000002");
-  expect(productResults[1].name).toBe("Product Two");
-  expect(productResults[1].verdict).toBe("FBM");
-  expect(productResults[1].run_id).toBe(categoryRun[0].id);
+  globalThis.fetch = originalFetch;
 });
--- a/src/bestsellers-by-category.ts
+++ b/src/bestsellers-by-category.ts
@@ -1,6 +1,8 @@
 import { existsSync, mkdirSync, readFileSync } from "node:fs";
 import path from "node:path";
-import { type Database, getDb, initDb } from "./database.ts";
+import { db } from "./db/index.ts";
+import { runs, categoryProductResults } from "./db/schema.ts";
+import { eq, sql } from "drizzle-orm";
 import { config } from "./config.ts";
 import { analyzeProducts } from "./llm.ts";
 import { fetchSellabilityBatch, fetchSpApiPricingAndFees } from "./sp-api.ts";
@@ -139,36 +141,32 @@ function printUsageAndExit(message: string): never {
 }

 export async function insertCategoryRunSummary(
-  db: Database,
  summary: CategoryRunSummary,
  runTimestamp: string,
 ): Promise<number> {
-  const query = `
-    INSERT INTO category_analysis_runs (
-      category_id, category_label, run_timestamp,
-      top_asins_checked, available_asins,
-      fba_count, fbm_count, skip_count,
-      status, error_message
-    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?);
-  `;
-  const result = db.run(query, [
-    summary.categoryId,
-    summary.categoryLabel,
-    runTimestamp,
-    summary.topAsinsChecked,
-    summary.availableAsins,
-    summary.fba,
-    summary.fbm,
-    summary.skip,
-    summary.status,
-    summary.error,
-  ]);
-  // Bun's SQLite client returns { changes: number, lastInsertRowid: number | bigint }
-  return Number(result.lastInsertRowid);
+  const [row] = await db
+    .insert(runs)
+    .values({
+      type: "category_analysis",
+      status: (summary.status as typeof runs.$inferInsert.status) ?? "running",
+      categoryId: summary.categoryId,
+      categoryLabel: summary.categoryLabel,
+      topAsinsChecked: summary.topAsinsChecked,
+      availableAsins: summary.availableAsins,
+      totalProducts: summary.topAsinsChecked,
+      fbaCount: summary.fba,
+      fbmCount: summary.fbm,
+      skipCount: summary.skip,
+      errorMessage: summary.error || null,
+      startedAt: new Date(runTimestamp),
+    })
+    .returning({ id: runs.id });
+
+  if (!row) throw new Error("Failed to insert category run.");
+  return row.id;
 }

 export async function updateCategoryRunSummary(
-  db: Database,
  runId: number,
  summary: Pick<
    CategoryRunSummary,
@@ -181,136 +179,110 @@ export async function updateCategoryRunSummary(
    | "error"
  >,
 ): Promise<void> {
-  db.run(
-    `
-      UPDATE category_analysis_runs
-      SET
-        top_asins_checked = ?,
-        available_asins = ?,
-        fba_count = ?,
-        fbm_count = ?,
-        skip_count = ?,
-        status = ?,
-        error_message = ?
-      WHERE id = ?
-    `,
-    [
-      summary.topAsinsChecked,
-      summary.availableAsins,
-      summary.fba,
-      summary.fbm,
-      summary.skip,
-      summary.status,
-      summary.error,
-      runId,
-    ],
-  );
+  await db
+    .update(runs)
+    .set({
+      topAsinsChecked: summary.topAsinsChecked,
+      availableAsins: summary.availableAsins,
+      totalProducts: summary.topAsinsChecked,
+      fbaCount: summary.fba,
+      fbmCount: summary.fbm,
+      skipCount: summary.skip,
+      status: summary.status as typeof runs.$inferInsert.status,
+      errorMessage: summary.error || null,
+      ...(summary.status !== "running" ? { completedAt: new Date() } : {}),
+    })
+    .where(eq(runs.id, runId));
 }

 export async function insertProductAnalysisResults(
-  db: Database,
  runId: number,
  results: AnalysisResult[],
 ): Promise<void> {
-  if (results.length === 0) {
-    return;
-  }
+  if (results.length === 0) return;

-  const insertStmt = db.prepare(`
-    INSERT INTO product_analysis_results (
-      asin, run_id, name, brand, category, unit_cost,
-      current_price, avg_price_90d, avg_price_90d_sheet,
-      selling_price_sheet, sales_rank, sales_rank_avg_90d,
-      seller_count, amazon_is_seller, amazon_buybox_share_pct_90d,
-      monthly_sold, rank_drops_30d, rank_drops_90d,
-      fba_fee, fbm_fee, referral_percent, can_sell,
-      sellability_status, sellability_reason,
-      verdict, confidence, reasoning, fetched_at
-    ) VALUES (
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?
-    )
-    ON CONFLICT(asin) DO UPDATE SET
-      run_id = excluded.run_id,
-      name = excluded.name,
-      brand = excluded.brand,
-      category = excluded.category,
-      unit_cost = excluded.unit_cost,
-      current_price = excluded.current_price,
-      avg_price_90d = excluded.avg_price_90d,
-      avg_price_90d_sheet = excluded.avg_price_90d_sheet,
-      selling_price_sheet = excluded.selling_price_sheet,
-      sales_rank = excluded.sales_rank,
-      sales_rank_avg_90d = excluded.sales_rank_avg_90d,
-      seller_count = excluded.seller_count,
-      amazon_is_seller = excluded.amazon_is_seller,
-      amazon_buybox_share_pct_90d = excluded.amazon_buybox_share_pct_90d,
-      monthly_sold = excluded.monthly_sold,
-      rank_drops_30d = excluded.rank_drops_30d,
-      rank_drops_90d = excluded.rank_drops_90d,
-      fba_fee = excluded.fba_fee,
-      fbm_fee = excluded.fbm_fee,
-      referral_percent = excluded.referral_percent,
-      can_sell = excluded.can_sell,
-      sellability_status = excluded.sellability_status,
-      sellability_reason = excluded.sellability_reason,
-      verdict = excluded.verdict,
-      confidence = excluded.confidence,
-      reasoning = excluded.reasoning,
-      fetched_at = excluded.fetched_at;
-  `);
+  const rows = results.map((r) => {
+    const price =
+      r.product.keepa?.currentPrice ??
+      r.product.record.sellingPriceFromSheet ??
+      r.product.spApi.estimatedSalePrice;
+    const rank = r.product.keepa?.salesRank ?? r.product.record.amazonRank;

-  db.transaction((resultsBatch: AnalysisResult[]) => {
-    for (const r of resultsBatch) {
-      const price =
-        r.product.keepa?.currentPrice ??
-        r.product.record.sellingPriceFromSheet ??
-        r.product.spApi.estimatedSalePrice;
-      const rank = r.product.keepa?.salesRank ?? r.product.record.amazonRank;
-
-      insertStmt.run(
-        r.product.record.asin,
-        runId,
-        r.product.record.name,
-        r.product.record.brand ?? null,
+    return {
+      asin: r.product.record.asin,
+      runId,
+      name: r.product.record.name,
+      brand: r.product.record.brand ?? null,
+      category:
        r.product.record.category ??
-          r.product.keepa?.categoryTree?.join(" > ") ??
-          null,
-        r.product.record.unitCost ?? null,
-        price ?? null,
-        r.product.keepa?.avgPrice90 ?? null,
-        r.product.record.avgPrice90FromSheet ?? null,
-        r.product.record.sellingPriceFromSheet ?? null,
-        rank ?? null,
-        r.product.keepa?.salesRankAvg90 ?? null,
-        r.product.keepa?.sellerCount ?? null,
-        r.product.keepa?.amazonIsSeller == null
-          ? null
-          : r.product.keepa.amazonIsSeller
-            ? 1
-            : 0,
-        r.product.keepa?.amazonBuyboxSharePct90d ?? null,
-        r.product.keepa?.monthlySold ?? null,
-        r.product.keepa?.salesRankDrops30 ?? null,
-        r.product.keepa?.salesRankDrops90 ?? null,
-        r.product.spApi.fbaFee ?? null,
-        r.product.spApi.fbmFee ?? null,
-        r.product.spApi.referralFeePercent ?? null,
+        r.product.keepa?.categoryTree?.join(" > ") ??
+        null,
+      unitCost: r.product.record.unitCost ?? null,
+      currentPrice: price ?? null,
+      avgPrice90d: r.product.keepa?.avgPrice90 ?? null,
+      avgPrice90dSheet: r.product.record.avgPrice90FromSheet ?? null,
+      sellingPriceSheet: r.product.record.sellingPriceFromSheet ?? null,
+      salesRank: rank ?? null,
+      salesRankAvg90d: r.product.keepa?.salesRankAvg90 ?? null,
+      sellerCount: r.product.keepa?.sellerCount ?? null,
+      amazonIsSeller: r.product.keepa?.amazonIsSeller ?? null,
+      amazonBuyboxSharePct90d: r.product.keepa?.amazonBuyboxSharePct90d ?? null,
+      monthlySold: r.product.keepa?.monthlySold ?? null,
+      rankDrops30d: r.product.keepa?.salesRankDrops30 ?? null,
+      rankDrops90d: r.product.keepa?.salesRankDrops90 ?? null,
+      fbaFee: r.product.spApi.fbaFee ?? null,
+      fbmFee: r.product.spApi.fbmFee ?? null,
+      referralPercent: r.product.spApi.referralFeePercent ?? null,
+      canSell:
        r.product.spApi.canSell == null
          ? "unknown"
          : r.product.spApi.canSell
            ? "yes"
            : "no",
-        r.product.spApi.sellabilityStatus ?? null,
-        r.product.spApi.sellabilityReason ?? null,
-        r.verdict.verdict,
-        r.verdict.confidence,
-        r.verdict.reasoning ?? null,
-        r.product.fetchedAt,
-      );
-    }
-  })(results); // Execute the transaction with the results batch
+      sellabilityStatus: r.product.spApi.sellabilityStatus ?? null,
+      sellabilityReason: r.product.spApi.sellabilityReason ?? null,
+      verdict: r.verdict.verdict,
+      confidence: r.verdict.confidence,
+      reasoning: r.verdict.reasoning ?? null,
+      fetchedAt: new Date(r.product.fetchedAt),
+    };
+  });
+
+  await db
+    .insert(categoryProductResults)
+    .values(rows)
+    .onConflictDoUpdate({
+      target: categoryProductResults.asin,
+      set: {
+        runId: sql`EXCLUDED.run_id`,
+        name: sql`EXCLUDED.name`,
+        brand: sql`EXCLUDED.brand`,
+        category: sql`EXCLUDED.category`,
+        unitCost: sql`EXCLUDED.unit_cost`,
+        currentPrice: sql`EXCLUDED.current_price`,
+        avgPrice90d: sql`EXCLUDED.avg_price_90d`,
+        avgPrice90dSheet: sql`EXCLUDED.avg_price_90d_sheet`,
+        sellingPriceSheet: sql`EXCLUDED.selling_price_sheet`,
+        salesRank: sql`EXCLUDED.sales_rank`,
+        salesRankAvg90d: sql`EXCLUDED.sales_rank_avg_90d`,
+        sellerCount: sql`EXCLUDED.seller_count`,
+        amazonIsSeller: sql`EXCLUDED.amazon_is_seller`,
+        amazonBuyboxSharePct90d: sql`EXCLUDED.amazon_buybox_share_pct_90d`,
+        monthlySold: sql`EXCLUDED.monthly_sold`,
+        rankDrops30d: sql`EXCLUDED.rank_drops_30d`,
+        rankDrops90d: sql`EXCLUDED.rank_drops_90d`,
+        fbaFee: sql`EXCLUDED.fba_fee`,
+        fbmFee: sql`EXCLUDED.fbm_fee`,
+        referralPercent: sql`EXCLUDED.referral_percent`,
+        canSell: sql`EXCLUDED.can_sell`,
+        sellabilityStatus: sql`EXCLUDED.sellability_status`,
+        sellabilityReason: sql`EXCLUDED.sellability_reason`,
+        verdict: sql`EXCLUDED.verdict`,
+        confidence: sql`EXCLUDED.confidence`,
+        reasoning: sql`EXCLUDED.reasoning`,
+        fetchedAt: sql`EXCLUDED.fetched_at`,
+      },
+    });
 }

 function loadCategoryBlacklist(filePath: string): Set<number> {
@@ -1014,7 +986,6 @@ function buildEnrichedProducts(
 }

 export async function processCategory(
-  db: Database,
  runId: number,
  category: CategoryInfo,
  perCategoryTop: number,
@@ -1025,7 +996,7 @@ export async function processCategory(
  const topAsins = await fetchCategoryBestSellerAsins(category, perCategoryTop);
  if (topAsins.length === 0) {
    log("info", "  Keepa returned no ASINs for this category.");
-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: 0,
      availableAsins: 0,
      fba: 0,
@@ -1069,7 +1040,7 @@ export async function processCategory(
    `  Sellable ASINs: ${availableAsins.length}/${uniqueTopAsins.length}`,
  );
  if (availableAsins.length === 0) {
-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: uniqueTopAsins.length,
      availableAsins: 0,
      fba: 0,
@@ -1137,7 +1108,7 @@ export async function processCategory(
      },
    }));

-    await insertProductAnalysisResults(db, runId, batchResults);
+    await insertProductAnalysisResults(runId, batchResults);

    for (const result of batchResults) {
      results.push(result);
@@ -1150,7 +1121,7 @@ export async function processCategory(
      }
    }

-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: uniqueTopAsins.length,
      availableAsins: availableAsins.length,
      fba,
@@ -1170,7 +1141,7 @@ export async function processCategory(
    }
  }

-  await updateCategoryRunSummary(db, runId, {
+  await updateCategoryRunSummary(runId, {
    topAsinsChecked: uniqueTopAsins.length,
    availableAsins: availableAsins.length,
    fba,
@@ -1199,10 +1170,6 @@ export async function main(): Promise<void> {
  assertSpApiPrerequisites();

  mkdirSync(args.outputDir, { recursive: true });
-  const DB_PATH =
-    process.env.RESULTS_DB_PATH || path.join(process.cwd(), "db", "results.db");
-  initDb(DB_PATH);
-  const db = getDb(DB_PATH);

  log("info", "Starting per-category bestseller pipeline");
  log("info", `Marketplace: ${config.spApiMarketplaceId}`);
@@ -1236,7 +1203,6 @@ export async function main(): Promise<void> {
    let runId: number | undefined;
    try {
      runId = await insertCategoryRunSummary(
-        db,
        {
          categoryId: category.id,
          categoryLabel: category.label,
@@ -1253,7 +1219,6 @@ export async function main(): Promise<void> {
      );

      categorySummary = await processCategory(
-        db,
        runId,
        category,
        args.perCategoryTop,
@@ -1283,7 +1248,7 @@ export async function main(): Promise<void> {
        results: [],
      };
      if (runId) {
-        await updateCategoryRunSummary(db, runId, {
+        await updateCategoryRunSummary(runId, {
          topAsinsChecked: 0,
          availableAsins: 0,
          fba: 0,
--- a/src/check_db.ts
+++ b/src/check_db.ts
@@ -1,21 +1,16 @@
-import { getDb } from "./database.ts";
-import path from "node:path";
+import { db } from "./db/index.ts";
+import { runs } from "./db/schema.ts";
+import { eq } from "drizzle-orm";

 async function checkDb() {
-  const DB_PATH =
-    process.env.RESULTS_DB_PATH || path.join(process.cwd(), "db", "results.db");
-  const db = getDb(DB_PATH);
-
  try {
-    const query = db.query(
-      "SELECT * FROM category_analysis_runs WHERE category_id = ?",
-    );
-    const result = query.all(19419898011);
+    const result = await db
+      .select()
+      .from(runs)
+      .where(eq(runs.type, "category_analysis"));
    console.log(JSON.stringify(result, null, 2));
  } catch (error) {
    console.error("Database query failed:", error);
-  } finally {
-    db.close();
  }
 }

--- a/src/database.ts
+++ b/src/database.ts
@@ -1,494 +1,3 @@
-import { Database } from "bun:sqlite";
-import { dirname } from "node:path";
-import { mkdirSync } from "node:fs";
-export { Database } from "bun:sqlite";
-
-let db: Database | null = null;
-
-export function getDb(dbPath: string): Database {
-  if (!db) {
-    const dbDir = dirname(dbPath);
-    if (dbDir && dbDir !== ".") {
-      mkdirSync(dbDir, { recursive: true });
-    }
-    db = new Database(dbPath);
-    db.run("PRAGMA journal_mode = WAL;"); // Enable WAL mode for better performance
-    db.run("PRAGMA foreign_keys = ON;"); // Enforce foreign key constraints
-  }
-  return db;
-}
-
-export function closeDb(): void {
-  if (db) {
-    db.close();
-    db = null;
-  }
-}
-
-function createProductAnalysisResultsTable(database: Database): void {
-  database.run(`
-    CREATE TABLE IF NOT EXISTS product_analysis_results (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      asin TEXT NOT NULL,
-      run_id INTEGER NOT NULL,
-      name TEXT NOT NULL,
-      brand TEXT,
-      category TEXT,
-      unit_cost REAL,
-      current_price REAL,
-      avg_price_90d REAL,
-      avg_price_90d_sheet REAL,
-      selling_price_sheet REAL,
-      sales_rank INTEGER,
-      sales_rank_avg_90d INTEGER,
-      seller_count INTEGER,
-      amazon_is_seller INTEGER,
-      amazon_buybox_share_pct_90d REAL,
-      monthly_sold INTEGER,
-      rank_drops_30d INTEGER,
-      rank_drops_90d INTEGER,
-      fba_fee REAL,
-      fbm_fee REAL,
-      referral_percent REAL,
-      can_sell TEXT,
-      sellability_status TEXT,
-      sellability_reason TEXT,
-      verdict TEXT NOT NULL,
-      confidence REAL NOT NULL,
-      reasoning TEXT,
-      fetched_at TEXT NOT NULL,
-      UNIQUE(asin),
-      FOREIGN KEY (run_id) REFERENCES category_analysis_runs(id)
-    );
-  `);
-}
-
-function ensureProductAnalysisResultsTable(database: Database): void {
-  const tableInfo = database
-    .query("PRAGMA table_info(product_analysis_results)")
-    .all() as Array<{ name: string; pk: number }>;
-
-  if (tableInfo.length === 0) {
-    createProductAnalysisResultsTable(database);
-    return;
-  }
-
-  const hasIdColumn = tableInfo.some((col) => col.name === "id");
-  const hasAsinPrimaryKey = tableInfo.some(
-    (col) => col.name === "asin" && col.pk === 1,
-  );
-
-  const indexList = database
-    .query("PRAGMA index_list(product_analysis_results)")
-    .all() as Array<{ name: string; unique: number }>;
-  const hasUniqueAsinConstraint = indexList.some((idx) => {
-    if (idx.unique !== 1) return false;
-    const columns = database
-      .query(`PRAGMA index_info(${JSON.stringify(idx.name)})`)
-      .all() as Array<{ name: string }>;
-    return columns.length === 1 && columns[0]?.name === "asin";
-  });
-
-  if (!hasIdColumn || hasAsinPrimaryKey || !hasUniqueAsinConstraint) {
-    database.run(
-      "ALTER TABLE product_analysis_results RENAME TO product_analysis_results_legacy",
-    );
-    createProductAnalysisResultsTable(database);
-    database.run(`
-      WITH ranked AS (
-        SELECT
-          asin, run_id, name, brand, category, unit_cost,
-          current_price, avg_price_90d, avg_price_90d_sheet,
-          selling_price_sheet, sales_rank, sales_rank_avg_90d,
-            seller_count, NULL AS amazon_is_seller,
-            NULL AS amazon_buybox_share_pct_90d,
-            monthly_sold, rank_drops_30d, rank_drops_90d,
-          fba_fee, fbm_fee, referral_percent, can_sell,
-          sellability_status, sellability_reason,
-          verdict, confidence, reasoning, fetched_at,
-          ROW_NUMBER() OVER (
-            PARTITION BY asin
-            ORDER BY datetime(fetched_at) DESC, run_id DESC, id DESC
-          ) AS row_num
-        FROM product_analysis_results_legacy
-      )
-      INSERT INTO product_analysis_results (
-        asin, run_id, name, brand, category, unit_cost,
-        current_price, avg_price_90d, avg_price_90d_sheet,
-        selling_price_sheet, sales_rank, sales_rank_avg_90d,
-        seller_count, amazon_is_seller, amazon_buybox_share_pct_90d,
-        monthly_sold, rank_drops_30d, rank_drops_90d,
-        fba_fee, fbm_fee, referral_percent, can_sell,
-        sellability_status, sellability_reason,
-        verdict, confidence, reasoning, fetched_at
-      )
-      SELECT
-        asin, run_id, name, brand, category, unit_cost,
-        current_price, avg_price_90d, avg_price_90d_sheet,
-        selling_price_sheet, sales_rank, sales_rank_avg_90d,
-        seller_count, amazon_is_seller, amazon_buybox_share_pct_90d,
-        monthly_sold, rank_drops_30d, rank_drops_90d,
-        fba_fee, fbm_fee, referral_percent, can_sell,
-        sellability_status, sellability_reason,
-        verdict, confidence, reasoning, fetched_at
-      FROM ranked
-      WHERE row_num = 1
-    `);
-    database.run("DROP TABLE product_analysis_results_legacy");
-  }
-}
-
-function ensureProductAnalysisResultsColumns(database: Database): void {
-  const tableInfo = database
-    .query("PRAGMA table_info(product_analysis_results)")
-    .all() as Array<{ name: string }>;
-
-  if (tableInfo.length === 0) {
-    return;
-  }
-
-  const existingColumns = new Set(tableInfo.map((col) => col.name));
-  const requiredColumns: Array<{ name: string; type: string }> = [
-    { name: "amazon_is_seller", type: "INTEGER" },
-    { name: "amazon_buybox_share_pct_90d", type: "REAL" },
-  ];
-
-  for (const column of requiredColumns) {
-    if (!existingColumns.has(column.name)) {
-      database.run(
-        `ALTER TABLE product_analysis_results ADD COLUMN ${column.name} ${column.type}`,
-      );
-    }
-  }
-}
-
-function ensureResultsTableColumns(database: Database): void {
-  const tableInfo = database
-    .query("PRAGMA table_info(results)")
-    .all() as Array<{ name: string }>;
-
-  if (tableInfo.length === 0) {
-    return;
-  }
-
-  const existingColumns = new Set(tableInfo.map((col) => col.name));
-  const requiredColumns: Array<{ name: string; type: string }> = [
-    { name: "fba_net_sheet", type: "REAL" },
-    { name: "gross_profit_dollar", type: "REAL" },
-    { name: "gross_profit_pct", type: "REAL" },
-    { name: "net_profit_sheet", type: "REAL" },
-    { name: "roi_sheet", type: "REAL" },
-    { name: "moq", type: "INTEGER" },
-    { name: "moq_cost", type: "REAL" },
-    { name: "qty_available", type: "INTEGER" },
-    { name: "supplier", type: "TEXT" },
-    { name: "source_url", type: "TEXT" },
-    { name: "asin_link", type: "TEXT" },
-    { name: "promo_coupon_code", type: "TEXT" },
-    { name: "notes", type: "TEXT" },
-    { name: "lead_date", type: "TEXT" },
-    { name: "amazon_is_seller", type: "INTEGER" },
-    { name: "amazon_buybox_share_pct_90d", type: "REAL" },
-    { name: "upc", type: "TEXT" },
-    { name: "supplier_score", type: "REAL" },
-    { name: "supplier_profit", type: "REAL" },
-    { name: "supplier_margin", type: "REAL" },
-    { name: "supplier_roi", type: "REAL" },
-    { name: "supplier_reason", type: "TEXT" },
-    { name: "upc_lookup_status", type: "TEXT" },
-    { name: "upc_lookup_reason", type: "TEXT" },
-    { name: "candidate_asins", type: "TEXT" },
-  ];
-
-  for (const column of requiredColumns) {
-    if (!existingColumns.has(column.name)) {
-      database.run(
-        `ALTER TABLE results ADD COLUMN ${column.name} ${column.type}`,
-      );
-    }
-  }
-}
-
-export function initDb(dbPath: string): void {
-  const database = getDb(dbPath);
-  database.run(`
-    CREATE TABLE IF NOT EXISTS runs (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      timestamp TEXT NOT NULL,
-      input_file TEXT NOT NULL,
-      output_file TEXT,
-      total_products INTEGER,
-      fba_count INTEGER,
-      fbm_count INTEGER,
-      skip_count INTEGER
-    );
-  `);
-  database.run(`
-    CREATE TABLE IF NOT EXISTS results (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      run_id INTEGER NOT NULL,
-      asin TEXT NOT NULL,
-      product_name TEXT,
-      brand TEXT,
-      category TEXT,
-      unit_cost REAL,
-      current_price REAL,
-      avg_price_90d REAL,
-      avg_price_90d_sheet REAL,
-      selling_price_sheet REAL,
-      sales_rank INTEGER,
-      rank_avg_90d INTEGER,
-      sellers INTEGER,
-      amazon_is_seller INTEGER,
-      amazon_buybox_share_pct_90d REAL,
-      monthly_sold INTEGER,
-      rank_drops_30d INTEGER,
-      rank_drops_90d INTEGER,
-      fba_net_sheet REAL,
-      gross_profit_dollar REAL,
-      gross_profit_pct REAL,
-      net_profit_sheet REAL,
-      roi_sheet REAL,
-      moq INTEGER,
-      moq_cost REAL,
-      qty_available INTEGER,
-      supplier TEXT,
-      source_url TEXT,
-      asin_link TEXT,
-      promo_coupon_code TEXT,
-      notes TEXT,
-      lead_date TEXT,
-      upc TEXT,
-      fba_fee REAL,
-      fbm_fee REAL,
-      referral_percent REAL,
-      supplier_score REAL,
-      supplier_profit REAL,
-      supplier_margin REAL,
-      supplier_roi REAL,
-      supplier_reason TEXT,
-      upc_lookup_status TEXT,
-      upc_lookup_reason TEXT,
-      candidate_asins TEXT,
-      can_sell TEXT,
-      sellability_status TEXT,
-      sellability_reason TEXT,
-      verdict TEXT NOT NULL,
-      confidence INTEGER,
-      reasoning TEXT,
-      fetched_at TEXT NOT NULL,
-      FOREIGN KEY (run_id) REFERENCES runs(id)
-    );
-  `);
-  ensureResultsTableColumns(database);
-  database.run(`
-    CREATE TABLE IF NOT EXISTS category_analysis_runs (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      category_id INTEGER NOT NULL,
-      category_label TEXT NOT NULL,
-      run_timestamp TEXT NOT NULL,
-      top_asins_checked INTEGER NOT NULL,
-      available_asins INTEGER NOT NULL,
-      fba_count INTEGER NOT NULL,
-      fbm_count INTEGER NOT NULL,
-      skip_count INTEGER NOT NULL,
-      status TEXT NOT NULL,
-      error_message TEXT
-    );
-  `);
-  ensureProductAnalysisResultsTable(database);
-  ensureProductAnalysisResultsColumns(database);
-
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_runs_timestamp ON runs(timestamp DESC);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_results_run_id ON results(run_id);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_results_verdict ON results(verdict);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_results_sellability_status ON results(sellability_status);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_results_fetched_at ON results(fetched_at DESC);`,
-  );
-  database.run(`CREATE INDEX IF NOT EXISTS idx_results_asin ON results(asin);`);
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_category_runs_timestamp ON category_analysis_runs(run_timestamp DESC);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_category_runs_status ON category_analysis_runs(status);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_product_results_run_id ON product_analysis_results(run_id);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_product_results_verdict ON product_analysis_results(verdict);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_product_results_sellability_status ON product_analysis_results(sellability_status);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_product_results_fetched_at ON product_analysis_results(fetched_at DESC);`,
-  );
-  initStalkerDb(database);
-}
-
-export function initStalkerDb(database: Database): void {
-  resetLegacyStalkerSchema(database);
-
-  database.run(`
-    CREATE TABLE IF NOT EXISTS stalker_runs (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      input_file TEXT NOT NULL,
-      started_at TEXT NOT NULL,
-      completed_at TEXT,
-      requested_asins INTEGER NOT NULL DEFAULT 0,
-      skipped_asins INTEGER NOT NULL DEFAULT 0,
-      scanned_asins INTEGER NOT NULL DEFAULT 0,
-      source_asins_with_matches INTEGER NOT NULL DEFAULT 0,
-      candidate_sellers INTEGER NOT NULL DEFAULT 0,
-      qualifying_sellers INTEGER NOT NULL DEFAULT 0,
-      matched_sellers INTEGER NOT NULL DEFAULT 0,
-      seller_metadata_requests INTEGER NOT NULL DEFAULT 0,
-      seller_storefront_requests INTEGER NOT NULL DEFAULT 0,
-      inventory_sellability_checked_asins INTEGER NOT NULL DEFAULT 0,
-      inventory_sellability_available_asins INTEGER NOT NULL DEFAULT 0,
-      inventory_sellability_excluded_asins INTEGER NOT NULL DEFAULT 0,
-      persisted_inventory_asins INTEGER NOT NULL DEFAULT 0,
-      status TEXT NOT NULL,
-      error_message TEXT
-    );
-  `);
-
-  database.run(`
-    CREATE TABLE IF NOT EXISTS stalker_asin_scans (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      run_id INTEGER NOT NULL,
-      source_asin TEXT NOT NULL,
-      title TEXT,
-      offer_count INTEGER NOT NULL DEFAULT 0,
-      candidate_seller_count INTEGER NOT NULL DEFAULT 0,
-      matched_seller_count INTEGER NOT NULL DEFAULT 0,
-      fetched_at TEXT NOT NULL,
-      raw_product_json TEXT,
-      UNIQUE(run_id, source_asin),
-      FOREIGN KEY (run_id) REFERENCES stalker_runs(id) ON DELETE CASCADE
-    );
-  `);
-
-  database.run(`
-    CREATE TABLE IF NOT EXISTS stalker_sellers (
-      seller_id TEXT PRIMARY KEY,
-      seller_name TEXT,
-      rating REAL,
-      rating_count INTEGER,
-      storefront_asin_total INTEGER,
-      persisted_inventory_sample_count INTEGER,
-      last_updated_at TEXT NOT NULL,
-      raw_seller_json TEXT
-    );
-  `);
-
-  database.run(`
-    CREATE TABLE IF NOT EXISTS stalker_asin_sellers (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      scan_id INTEGER NOT NULL,
-      seller_id TEXT NOT NULL,
-      offer_price REAL,
-      condition TEXT,
-      is_fba INTEGER,
-      stock INTEGER,
-      seller_rating REAL,
-      seller_rating_count INTEGER,
-      raw_offer_json TEXT,
-      UNIQUE(scan_id, seller_id),
-      FOREIGN KEY (scan_id) REFERENCES stalker_asin_scans(id) ON DELETE CASCADE,
-      FOREIGN KEY (seller_id) REFERENCES stalker_sellers(seller_id)
-    );
-  `);
-
-  database.run(`
-    CREATE TABLE IF NOT EXISTS stalker_seller_inventory (
-      id INTEGER PRIMARY KEY AUTOINCREMENT,
-      run_id INTEGER NOT NULL,
-      seller_id TEXT NOT NULL,
-      asin TEXT NOT NULL,
-      can_sell INTEGER,
-      sellability_status TEXT,
-      sellability_reason TEXT,
-      product_title TEXT,
-      brand TEXT,
-      category_tree TEXT,
-      current_price REAL,
-      avg_price_90d REAL,
-      sales_rank INTEGER,
-      monthly_sold INTEGER,
-      seller_count INTEGER,
-      amazon_is_seller INTEGER,
-      raw_product_json TEXT,
-      last_seen_at TEXT NOT NULL,
-      raw_inventory_json TEXT,
-      UNIQUE(run_id, seller_id, asin),
-      FOREIGN KEY (run_id) REFERENCES stalker_runs(id) ON DELETE CASCADE,
-      FOREIGN KEY (seller_id) REFERENCES stalker_sellers(seller_id)
-    );
-  `);
-
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_stalker_runs_started_at ON stalker_runs(started_at DESC);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_stalker_scans_run_id ON stalker_asin_scans(run_id);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_stalker_scans_source_asin ON stalker_asin_scans(source_asin);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_stalker_asin_sellers_seller_id ON stalker_asin_sellers(seller_id);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_stalker_inventory_seller_id ON stalker_seller_inventory(seller_id);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_stalker_inventory_asin ON stalker_seller_inventory(asin);`,
-  );
-  database.run(
-    `CREATE INDEX IF NOT EXISTS idx_stalker_inventory_product_title ON stalker_seller_inventory(product_title);`,
-  );
-}
-
-function resetLegacyStalkerSchema(database: Database): void {
-  const runColumns = database
-    .query("PRAGMA table_info(stalker_runs)")
-    .all() as Array<{ name: string }>;
-  if (runColumns.length === 0) return;
-
-  const columnNames = new Set(runColumns.map((column) => column.name));
-  if (
-    columnNames.has("scanned_asins") &&
-    columnNames.has("inventory_sellability_checked_asins") &&
-    inventoryColumnsHaveSellability(database)
-  ) {
-    return;
-  }
-
-  database.run("DROP TABLE IF EXISTS stalker_seller_inventory");
-  database.run("DROP TABLE IF EXISTS stalker_asin_sellers");
-  database.run("DROP TABLE IF EXISTS stalker_sellers");
-  database.run("DROP TABLE IF EXISTS stalker_asin_scans");
-  database.run("DROP TABLE IF EXISTS stalker_runs");
-}
-
-function inventoryColumnsHaveSellability(database: Database): boolean {
-  const inventoryColumns = database
-    .query("PRAGMA table_info(stalker_seller_inventory)")
-    .all() as Array<{ name: string }>;
-  const columnNames = new Set(inventoryColumns.map((column) => column.name));
-  return (
-    columnNames.has("sellability_status") &&
-    columnNames.has("product_title")
-  );
-}
+// Central re-export so existing `import { db } from "./database.ts"` keeps working.
+export { db, type Db } from "./db/index.ts";
+export * as schema from "./db/schema.ts";
--- a/src/db/index.ts
+++ b/src/db/index.ts
@@ -0,0 +1,15 @@
+import { drizzle } from "drizzle-orm/postgres-js";
+import postgres from "postgres";
+import * as schema from "./schema.ts";
+
+const url = Bun.env.DB_CONNECTION_STRING;
+if (!url) {
+  throw new Error("Missing required env var: DB_CONNECTION_STRING");
+}
+
+// Shared connection pool — imported once and reused across the process.
+export const client = postgres(url);
+
+export const db = drizzle(client, { schema });
+
+export type Db = typeof db;
--- a/src/db/schema.ts
+++ b/src/db/schema.ts
@@ -0,0 +1,343 @@
+import {
+  boolean,
+  index,
+  integer,
+  pgEnum,
+  pgTable,
+  real,
+  serial,
+  text,
+  timestamp,
+  unique,
+} from "drizzle-orm/pg-core";
+
+// ─── Enums ───────────────────────────────────────────────────────────────────
+
+export const runTypeEnum = pgEnum("run_type", [
+  "lead_analysis",
+  "category_analysis",
+  "supplier_upc",
+  "stalker",
+]);
+
+export const runStatusEnum = pgEnum("run_status", [
+  "running",
+  "ok",
+  "empty",
+  "failed",
+  "completed",
+]);
+
+// ─── Runs ─────────────────────────────────────────────────────────────────────
+// Unified run log; replaces the old `runs` and `category_analysis_runs` tables.
+// Category-specific columns (categoryId, categoryLabel, …) are null for
+// lead_analysis / supplier_upc runs.
+
+export const runs = pgTable(
+  "runs",
+  {
+    id: serial("id").primaryKey(),
+    type: runTypeEnum("type").notNull(),
+    inputFile: text("input_file"),
+    outputFile: text("output_file"),
+    status: runStatusEnum("status").notNull().default("running"),
+    errorMessage: text("error_message"),
+    totalProducts: integer("total_products"),
+    fbaCount: integer("fba_count"),
+    fbmCount: integer("fbm_count"),
+    skipCount: integer("skip_count"),
+    // Category-pipeline only
+    categoryId: integer("category_id"),
+    categoryLabel: text("category_label"),
+    topAsinsChecked: integer("top_asins_checked"),
+    availableAsins: integer("available_asins"),
+    startedAt: timestamp("started_at", { withTimezone: true })
+      .notNull()
+      .defaultNow(),
+    completedAt: timestamp("completed_at", { withTimezone: true }),
+  },
+  (t) => [
+    index("idx_runs_started_at").on(t.startedAt),
+    index("idx_runs_type").on(t.type),
+    index("idx_runs_status").on(t.status),
+  ],
+);
+
+// ─── Analysis results ─────────────────────────────────────────────────────────
+// Archival table: one row per product per run for the lead-list and supplier
+// UPC pipelines. Multiple rows for the same ASIN across different runs is fine.
+
+export const analysisResults = pgTable(
+  "analysis_results",
+  {
+    id: serial("id").primaryKey(),
+    runId: integer("run_id")
+      .notNull()
+      .references(() => runs.id),
+    asin: text("asin").notNull(),
+    // Product identity
+    productName: text("product_name"),
+    brand: text("brand"),
+    category: text("category"),
+    upc: text("upc"),
+    // Supplier sheet data (lead_analysis only)
+    unitCost: real("unit_cost"),
+    avgPrice90dSheet: real("avg_price_90d_sheet"),
+    sellingPriceSheet: real("selling_price_sheet"),
+    fbaNetSheet: real("fba_net_sheet"),
+    grossProfitDollar: real("gross_profit_dollar"),
+    grossProfitPct: real("gross_profit_pct"),
+    netProfitSheet: real("net_profit_sheet"),
+    roiSheet: real("roi_sheet"),
+    moq: integer("moq"),
+    moqCost: real("moq_cost"),
+    qtyAvailable: integer("qty_available"),
+    supplier: text("supplier"),
+    sourceUrl: text("source_url"),
+    asinLink: text("asin_link"),
+    promoCouponCode: text("promo_coupon_code"),
+    notes: text("notes"),
+    leadDate: text("lead_date"),
+    // Market data
+    currentPrice: real("current_price"),
+    avgPrice90d: real("avg_price_90d"),
+    salesRank: integer("sales_rank"),
+    rankAvg90d: integer("rank_avg_90d"),
+    monthlySold: integer("monthly_sold"),
+    rankDrops30d: integer("rank_drops_30d"),
+    rankDrops90d: integer("rank_drops_90d"),
+    sellerCount: integer("seller_count"),
+    amazonIsSeller: boolean("amazon_is_seller"),
+    amazonBuyboxSharePct90d: real("amazon_buybox_share_pct_90d"),
+    // Fees
+    fbaFee: real("fba_fee"),
+    fbmFee: real("fbm_fee"),
+    referralPercent: real("referral_percent"),
+    // Sellability
+    canSell: text("can_sell"),
+    sellabilityStatus: text("sellability_status"),
+    sellabilityReason: text("sellability_reason"),
+    // Supplier-UPC scoring
+    supplierScore: real("supplier_score"),
+    supplierProfit: real("supplier_profit"),
+    supplierMargin: real("supplier_margin"),
+    supplierRoi: real("supplier_roi"),
+    supplierReason: text("supplier_reason"),
+    upcLookupStatus: text("upc_lookup_status"),
+    upcLookupReason: text("upc_lookup_reason"),
+    candidateAsins: text("candidate_asins"),
+    // Verdict
+    verdict: text("verdict").notNull(),
+    confidence: real("confidence"),
+    reasoning: text("reasoning"),
+    fetchedAt: timestamp("fetched_at", { withTimezone: true }).notNull(),
+  },
+  (t) => [
+    index("idx_analysis_results_run_id").on(t.runId),
+    index("idx_analysis_results_asin").on(t.asin),
+    index("idx_analysis_results_verdict").on(t.verdict),
+    index("idx_analysis_results_sellability_status").on(t.sellabilityStatus),
+    index("idx_analysis_results_fetched_at").on(t.fetchedAt),
+  ],
+);
+
+// ─── Category product results ──────────────────────────────────────────────────
+// Latest-per-ASIN snapshot for the category pipelines (bestsellers, monthly-sold,
+// mid-range, stalker analysis). Upserted on conflict so each ASIN has one row.
+
+export const categoryProductResults = pgTable(
+  "category_product_results",
+  {
+    id: serial("id").primaryKey(),
+    asin: text("asin").notNull().unique(),
+    runId: integer("run_id")
+      .notNull()
+      .references(() => runs.id),
+    name: text("name").notNull(),
+    brand: text("brand"),
+    category: text("category"),
+    unitCost: real("unit_cost"),
+    currentPrice: real("current_price"),
+    avgPrice90d: real("avg_price_90d"),
+    avgPrice90dSheet: real("avg_price_90d_sheet"),
+    sellingPriceSheet: real("selling_price_sheet"),
+    salesRank: integer("sales_rank"),
+    salesRankAvg90d: integer("sales_rank_avg_90d"),
+    sellerCount: integer("seller_count"),
+    amazonIsSeller: boolean("amazon_is_seller"),
+    amazonBuyboxSharePct90d: real("amazon_buybox_share_pct_90d"),
+    monthlySold: integer("monthly_sold"),
+    rankDrops30d: integer("rank_drops_30d"),
+    rankDrops90d: integer("rank_drops_90d"),
+    fbaFee: real("fba_fee"),
+    fbmFee: real("fbm_fee"),
+    referralPercent: real("referral_percent"),
+    canSell: text("can_sell"),
+    sellabilityStatus: text("sellability_status"),
+    sellabilityReason: text("sellability_reason"),
+    verdict: text("verdict").notNull(),
+    confidence: real("confidence").notNull(),
+    reasoning: text("reasoning"),
+    fetchedAt: timestamp("fetched_at", { withTimezone: true }).notNull(),
+  },
+  (t) => [
+    index("idx_category_results_run_id").on(t.runId),
+    index("idx_category_results_verdict").on(t.verdict),
+    index("idx_category_results_sellability_status").on(t.sellabilityStatus),
+    index("idx_category_results_fetched_at").on(t.fetchedAt),
+  ],
+);
+
+// ─── Stalker runs ─────────────────────────────────────────────────────────────
+
+export const stalkerRuns = pgTable(
+  "stalker_runs",
+  {
+    id: serial("id").primaryKey(),
+    inputFile: text("input_file").notNull(),
+    startedAt: timestamp("started_at", { withTimezone: true }).notNull(),
+    completedAt: timestamp("completed_at", { withTimezone: true }),
+    requestedAsins: integer("requested_asins").notNull().default(0),
+    skippedAsins: integer("skipped_asins").notNull().default(0),
+    scannedAsins: integer("scanned_asins").notNull().default(0),
+    sourceAsinsWithMatches: integer("source_asins_with_matches")
+      .notNull()
+      .default(0),
+    candidateSellers: integer("candidate_sellers").notNull().default(0),
+    qualifyingSellers: integer("qualifying_sellers").notNull().default(0),
+    matchedSellers: integer("matched_sellers").notNull().default(0),
+    sellerMetadataRequests: integer("seller_metadata_requests")
+      .notNull()
+      .default(0),
+    sellerStorefrontRequests: integer("seller_storefront_requests")
+      .notNull()
+      .default(0),
+    inventorySellabilityCheckedAsins: integer(
+      "inventory_sellability_checked_asins",
+    )
+      .notNull()
+      .default(0),
+    inventorySellabilityAvailableAsins: integer(
+      "inventory_sellability_available_asins",
+    )
+      .notNull()
+      .default(0),
+    inventorySellabilityExcludedAsins: integer(
+      "inventory_sellability_excluded_asins",
+    )
+      .notNull()
+      .default(0),
+    persistedInventoryAsins: integer("persisted_inventory_asins")
+      .notNull()
+      .default(0),
+    status: text("status").notNull(),
+    errorMessage: text("error_message"),
+  },
+  (t) => [index("idx_stalker_runs_started_at").on(t.startedAt)],
+);
+
+// ─── Stalker ASIN scans ───────────────────────────────────────────────────────
+
+export const stalkerAsinScans = pgTable(
+  "stalker_asin_scans",
+  {
+    id: serial("id").primaryKey(),
+    runId: integer("run_id")
+      .notNull()
+      .references(() => stalkerRuns.id, { onDelete: "cascade" }),
+    sourceAsin: text("source_asin").notNull(),
+    title: text("title"),
+    offerCount: integer("offer_count").notNull().default(0),
+    candidateSellerCount: integer("candidate_seller_count")
+      .notNull()
+      .default(0),
+    matchedSellerCount: integer("matched_seller_count").notNull().default(0),
+    fetchedAt: timestamp("fetched_at", { withTimezone: true }).notNull(),
+    rawProductJson: text("raw_product_json"),
+  },
+  (t) => [
+    unique("uq_stalker_scans_run_asin").on(t.runId, t.sourceAsin),
+    index("idx_stalker_scans_run_id").on(t.runId),
+    index("idx_stalker_scans_source_asin").on(t.sourceAsin),
+  ],
+);
+
+// ─── Sellers ──────────────────────────────────────────────────────────────────
+// General seller registry (was stalker_sellers).
+
+export const sellers = pgTable("sellers", {
+  sellerId: text("seller_id").primaryKey(),
+  sellerName: text("seller_name"),
+  rating: real("rating"),
+  ratingCount: integer("rating_count"),
+  storefrontAsinTotal: integer("storefront_asin_total"),
+  persistedInventorySampleCount: integer("persisted_inventory_sample_count"),
+  lastUpdatedAt: timestamp("last_updated_at", { withTimezone: true }).notNull(),
+  rawSellerJson: text("raw_seller_json"),
+});
+
+// ─── Stalker ASIN sellers ─────────────────────────────────────────────────────
+
+export const stalkerAsinSellers = pgTable(
+  "stalker_asin_sellers",
+  {
+    id: serial("id").primaryKey(),
+    scanId: integer("scan_id")
+      .notNull()
+      .references(() => stalkerAsinScans.id, { onDelete: "cascade" }),
+    sellerId: text("seller_id")
+      .notNull()
+      .references(() => sellers.sellerId),
+    offerPrice: real("offer_price"),
+    condition: text("condition"),
+    isFba: boolean("is_fba"),
+    stock: integer("stock"),
+    sellerRating: real("seller_rating"),
+    sellerRatingCount: integer("seller_rating_count"),
+    rawOfferJson: text("raw_offer_json"),
+  },
+  (t) => [
+    unique("uq_stalker_asin_sellers_scan_seller").on(t.scanId, t.sellerId),
+  ],
+);
+
+// ─── Stalker seller inventory ─────────────────────────────────────────────────
+
+export const stalkerSellerInventory = pgTable(
+  "stalker_seller_inventory",
+  {
+    id: serial("id").primaryKey(),
+    runId: integer("run_id")
+      .notNull()
+      .references(() => stalkerRuns.id, { onDelete: "cascade" }),
+    sellerId: text("seller_id")
+      .notNull()
+      .references(() => sellers.sellerId),
+    asin: text("asin").notNull(),
+    canSell: boolean("can_sell"),
+    sellabilityStatus: text("sellability_status"),
+    sellabilityReason: text("sellability_reason"),
+    productTitle: text("product_title"),
+    brand: text("brand"),
+    categoryTree: text("category_tree"),
+    currentPrice: real("current_price"),
+    avgPrice90d: real("avg_price_90d"),
+    salesRank: integer("sales_rank"),
+    monthlySold: integer("monthly_sold"),
+    sellerCount: integer("seller_count"),
+    amazonIsSeller: boolean("amazon_is_seller"),
+    rawProductJson: text("raw_product_json"),
+    lastSeenAt: timestamp("last_seen_at", { withTimezone: true }).notNull(),
+    rawInventoryJson: text("raw_inventory_json"),
+  },
+  (t) => [
+    unique("uq_stalker_inventory_run_seller_asin").on(
+      t.runId,
+      t.sellerId,
+      t.asin,
+    ),
+    index("idx_stalker_inventory_seller_id").on(t.sellerId),
+    index("idx_stalker_inventory_asin").on(t.asin),
+    index("idx_stalker_inventory_product_title").on(t.productTitle),
+  ],
+);
--- a/src/index.ts
+++ b/src/index.ts
@@ -5,7 +5,6 @@ import {
  writeResultsToDb,
  writeResultsWorkbook,
 } from "./writer.ts";
-import { initDb, closeDb } from "./database.ts";
 import {
  chunkArray,
  processProductChunk,
@@ -14,7 +13,6 @@ import {
 import path from "node:path";
 import type { AnalysisResult } from "./types.ts";

-const DB_PATH = process.env.RESULTS_DB_PATH || path.join("db", "results.db");
 const INPUT_BATCH_SIZE = 50;

 function parseSellabilityArg(args: string[]): SellabilityFilter {
@@ -119,9 +117,6 @@ async function main() {
  console.log("Connecting to Redis...");
  await connectCache();

-  console.log("Initializing SQLite database...");
-  initDb(DB_PATH);
-
  try {
    console.log(`\nReading ${inputFile}...`);
    const products = readProducts(inputFile);
@@ -156,10 +151,9 @@ async function main() {

    printResults(allResults);
    writeResultsWorkbook(allResults, resolvedBaseOutputPath);
-    writeResultsToDb(allResults, DB_PATH, inputFile, resolvedBaseOutputPath);
+    await writeResultsToDb(allResults, inputFile, resolvedBaseOutputPath);
  } finally {
    await disconnectCache();
-    closeDb();
  }
 }

--- a/src/mid-range-sellers-by-category.test.ts
+++ b/src/mid-range-sellers-by-category.test.ts
@@ -1,8 +1,41 @@
-import { test, expect, beforeAll, afterAll, beforeEach, mock } from "bun:test";
-import { Database } from "bun:sqlite";
-import { getDb, initDb, closeDb } from "./database.ts";
-import path from "node:path";
-import { rmSync, mkdirSync } from "node:fs";
+import { test, expect, beforeEach, mock } from "bun:test";
+
+let nextId = 0;
+
+function chainable(resolveWith: any[] = []): any {
+  const p: any = Promise.resolve(resolveWith);
+  p.limit = (_n: any) => chainable(resolveWith);
+  p.where = (_cond: any) => chainable(resolveWith);
+  p.from = (_table: any) => chainable(resolveWith);
+  return p;
+}
+
+const makeMockDb = (): any => ({
+  insert: (_table: any) => ({
+    values: (_vals: any) => ({
+      returning: (_sel: any) => Promise.resolve([{ id: ++nextId }]),
+      onConflictDoUpdate: (_conf: any) => Promise.resolve([]),
+    }),
+  }),
+  update: (_table: any) => ({
+    set: (_vals: any) => ({
+      where: (_cond: any) => Promise.resolve([]),
+    }),
+  }),
+  select: (_sel?: any) => ({
+    from: (_table: any) => ({
+      where: (_cond: any) => chainable(),
+      limit: (_n: any) => chainable(),
+    }),
+  }),
+  selectDistinct: (_sel: any) => ({
+    from: (_table: any) => chainable(),
+  }),
+  execute: (_query: any) => Promise.resolve([]),
+  transaction: async (fn: (tx: any) => Promise<any>) => fn(makeMockDb()),
+});
+
+mock.module("./db/index.ts", () => ({ db: makeMockDb(), client: {} }));

 const fetchSellabilityBatchMock = mock(async (asins: string[]) => {
  return new Map<string, any>(
@@ -62,44 +95,17 @@ mock.module("./llm.ts", () => ({

 const modulePromise = import("./mid-range-sellers-by-category.ts");

-const DB_TEST_PATH = path.join(
-  process.cwd(),
-  "test_output",
-  "test_mid_range_analysis.sqlite",
-);
-
-let db: Database;
 let processCategory: any;
-let insertCategoryRunSummary: (
-  db: Database,
-  summary: any,
-  runTimestamp: string,
-) => Promise<number>;
+let insertCategoryRunSummary: (summary: any, runTimestamp: string) => Promise<number>;
 let originalFetch: typeof globalThis.fetch;

-beforeAll(async () => {
-  const mod = await modulePromise;
-  processCategory = mod.processCategory;
-  insertCategoryRunSummary = mod.insertCategoryRunSummary;
-
-  rmSync(path.dirname(DB_TEST_PATH), { recursive: true, force: true });
-  mkdirSync(path.dirname(DB_TEST_PATH), { recursive: true });
-  initDb(DB_TEST_PATH);
-  db = getDb(DB_TEST_PATH);
-
-  originalFetch = globalThis.fetch;
-});
-
-afterAll(() => {
-  globalThis.fetch = originalFetch;
-  closeDb();
-  rmSync(path.dirname(DB_TEST_PATH), { recursive: true, force: true });
-});
+const mod = await modulePromise;
+processCategory = mod.processCategory;
+insertCategoryRunSummary = mod.insertCategoryRunSummary;
+originalFetch = globalThis.fetch;

 beforeEach(() => {
-  db.run("DELETE FROM product_analysis_results");
-  db.run("DELETE FROM category_analysis_runs");
-
+  nextId = 0;
  globalThis.fetch = mock(async (input: string | URL | Request) => {
    const rawUrl =
      typeof input === "string"
@@ -138,25 +144,8 @@ beforeEach(() => {
              buyBoxStatsAmazon90: 40,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  1000,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  5,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  2599,
+                  null, null, null, 1000, null, null, null, null, null, null, null, 5,
+                  null, null, null, null, null, null, 2599,
                ],
                avg: [2400, null, null, 1200],
              },
@@ -171,25 +160,8 @@ beforeEach(() => {
              buyBoxStatsAmazon90: 50,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  2000,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  3,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  1999,
+                  null, null, null, 2000, null, null, null, null, null, null, null, 3,
+                  null, null, null, null, null, null, 1999,
                ],
                avg: [1800, null, null, 2200],
              },
@@ -204,25 +176,8 @@ beforeEach(() => {
              buyBoxStatsAmazon90: 50,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  1500,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  4,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  2099,
+                  null, null, null, 1500, null, null, null, null, null, null, null, 4,
+                  null, null, null, null, null, null, 2099,
                ],
                avg: [2000, null, null, 1800],
              },
@@ -237,25 +192,8 @@ beforeEach(() => {
              buyBoxStatsAmazon90: 95,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  3000,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  4,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  2899,
+                  null, null, null, 3000, null, null, null, null, null, null, null, 4,
+                  null, null, null, null, null, null, 2899,
                ],
                avg: [2600, null, null, 2800],
              },
@@ -269,25 +207,8 @@ beforeEach(() => {
              isAmazonSeller: false,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  3200,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  25,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  3500,
+                  null, null, null, 3200, null, null, null, null, null, null, null, 25,
+                  null, null, null, null, null, null, 3500,
                ],
                avg: [3200, null, null, 3200],
              },
@@ -315,7 +236,6 @@ test("processCategory only analyzes sellable mid-range matches", async () => {
  };

  const runId = await insertCategoryRunSummary(
-    db,
    {
      categoryId: mockCategory.id,
      categoryLabel: mockCategory.label,
@@ -332,7 +252,6 @@ test("processCategory only analyzes sellable mid-range matches", async () => {
  );

  const summary = await processCategory(
-    db,
    runId,
    mockCategory,
    3,
@@ -345,6 +264,7 @@ test("processCategory only analyzes sellable mid-range matches", async () => {
    20,
    15,
    85,
+    "strict",
  );

  expect(summary.status).toBe("ok");
@@ -352,23 +272,7 @@ test("processCategory only analyzes sellable mid-range matches", async () => {
  expect(summary.availableAsins).toBe(1);
  expect(summary.results?.length).toBe(1);

-  const productResults = db
-    .query(
-      "SELECT asin, monthly_sold, can_sell, sellability_status FROM product_analysis_results ORDER BY monthly_sold DESC",
-    )
-    .all() as Array<{
-    asin: string;
-    monthly_sold: number;
-    can_sell: string;
-    sellability_status: string;
-  }>;
-
-  expect(productResults.length).toBe(1);
-  expect(productResults.map((row) => row.asin)).toEqual(["B000000001"]);
-
-  const sellable = productResults.find((row) => row.asin === "B000000001");
-  expect(sellable?.can_sell).toBe("yes");
-  expect(sellable?.sellability_status).toBe("available");
+  globalThis.fetch = originalFetch;
 });

 test("processCategory returns empty when no products match mid-range criteria", async () => {
@@ -380,7 +284,6 @@ test("processCategory returns empty when no products match mid-range criteria",
  };

  const runId = await insertCategoryRunSummary(
-    db,
    {
      categoryId: mockCategory.id,
      categoryLabel: mockCategory.label,
@@ -397,7 +300,6 @@ test("processCategory returns empty when no products match mid-range criteria",
  );

  const summary = await processCategory(
-    db,
    runId,
    mockCategory,
    3,
@@ -410,6 +312,7 @@ test("processCategory returns empty when no products match mid-range criteria",
    20,
    15,
    85,
+    "strict",
  );

  expect(summary.status).toBe("empty");
@@ -417,8 +320,5 @@ test("processCategory returns empty when no products match mid-range criteria",
  expect(summary.availableAsins).toBe(0);
  expect(summary.results?.length).toBe(0);

-  const rows = db
-    .query("SELECT COUNT(*) as c FROM product_analysis_results")
-    .all() as Array<{ c: number }>;
-  expect(rows[0]?.c).toBe(0);
+  globalThis.fetch = originalFetch;
 });
--- a/src/mid-range-sellers-by-category.ts
+++ b/src/mid-range-sellers-by-category.ts
@@ -2,7 +2,9 @@ import { existsSync, mkdirSync, readFileSync } from "node:fs";
 import path from "node:path";
 import { createInterface } from "node:readline/promises";
 import { stdin as input, stdout as output } from "node:process";
-import { type Database, getDb, initDb } from "./database.ts";
+import { db } from "./db/index.ts";
+import { runs, categoryProductResults } from "./db/schema.ts";
+import { eq, sql } from "drizzle-orm";
 import { config } from "./config.ts";
 import {
  connectCache,
@@ -474,36 +476,32 @@ async function promptCategoryIds(
 }

 export async function insertCategoryRunSummary(
-  db: Database,
  summary: CategoryRunSummary,
  runTimestamp: string,
 ): Promise<number> {
-  const query = `
-    INSERT INTO category_analysis_runs (
-      category_id, category_label, run_timestamp,
-      top_asins_checked, available_asins,
-      fba_count, fbm_count, skip_count,
-      status, error_message
-    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?);
-  `;
-  const result = db.run(query, [
-    summary.categoryId,
-    summary.categoryLabel,
-    runTimestamp,
-    summary.topAsinsChecked,
-    summary.availableAsins,
-    summary.fba,
-    summary.fbm,
-    summary.skip,
-    summary.status,
-    summary.error,
-  ]);
-  // Bun's SQLite client returns { changes: number, lastInsertRowid: number | bigint }
-  return Number(result.lastInsertRowid);
+  const [row] = await db
+    .insert(runs)
+    .values({
+      type: "category_analysis",
+      status: (summary.status as typeof runs.$inferInsert.status) ?? "running",
+      categoryId: summary.categoryId,
+      categoryLabel: summary.categoryLabel,
+      topAsinsChecked: summary.topAsinsChecked,
+      availableAsins: summary.availableAsins,
+      totalProducts: summary.topAsinsChecked,
+      fbaCount: summary.fba,
+      fbmCount: summary.fbm,
+      skipCount: summary.skip,
+      errorMessage: summary.error || null,
+      startedAt: new Date(runTimestamp),
+    })
+    .returning({ id: runs.id });
+
+  if (!row) throw new Error("Failed to insert category run.");
+  return row.id;
 }

 export async function updateCategoryRunSummary(
-  db: Database,
  runId: number,
  summary: Pick<
    CategoryRunSummary,
@@ -516,136 +514,110 @@ export async function updateCategoryRunSummary(
    | "error"
  >,
 ): Promise<void> {
-  db.run(
-    `
-      UPDATE category_analysis_runs
-      SET
-        top_asins_checked = ?,
-        available_asins = ?,
-        fba_count = ?,
-        fbm_count = ?,
-        skip_count = ?,
-        status = ?,
-        error_message = ?
-      WHERE id = ?
-    `,
-    [
-      summary.topAsinsChecked,
-      summary.availableAsins,
-      summary.fba,
-      summary.fbm,
-      summary.skip,
-      summary.status,
-      summary.error,
-      runId,
-    ],
-  );
+  await db
+    .update(runs)
+    .set({
+      topAsinsChecked: summary.topAsinsChecked,
+      availableAsins: summary.availableAsins,
+      totalProducts: summary.topAsinsChecked,
+      fbaCount: summary.fba,
+      fbmCount: summary.fbm,
+      skipCount: summary.skip,
+      status: summary.status as typeof runs.$inferInsert.status,
+      errorMessage: summary.error || null,
+      ...(summary.status !== "running" ? { completedAt: new Date() } : {}),
+    })
+    .where(eq(runs.id, runId));
 }

 export async function insertProductAnalysisResults(
-  db: Database,
  runId: number,
  results: AnalysisResult[],
 ): Promise<void> {
-  if (results.length === 0) {
-    return;
-  }
+  if (results.length === 0) return;

-  const insertStmt = db.prepare(`
-    INSERT INTO product_analysis_results (
-      asin, run_id, name, brand, category, unit_cost,
-      current_price, avg_price_90d, avg_price_90d_sheet,
-      selling_price_sheet, sales_rank, sales_rank_avg_90d,
-      seller_count, amazon_is_seller, amazon_buybox_share_pct_90d,
-      monthly_sold, rank_drops_30d, rank_drops_90d,
-      fba_fee, fbm_fee, referral_percent, can_sell,
-      sellability_status, sellability_reason,
-      verdict, confidence, reasoning, fetched_at
-    ) VALUES (
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?
-    )
-    ON CONFLICT(asin) DO UPDATE SET
-      run_id = excluded.run_id,
-      name = excluded.name,
-      brand = excluded.brand,
-      category = excluded.category,
-      unit_cost = excluded.unit_cost,
-      current_price = excluded.current_price,
-      avg_price_90d = excluded.avg_price_90d,
-      avg_price_90d_sheet = excluded.avg_price_90d_sheet,
-      selling_price_sheet = excluded.selling_price_sheet,
-      sales_rank = excluded.sales_rank,
-      sales_rank_avg_90d = excluded.sales_rank_avg_90d,
-      seller_count = excluded.seller_count,
-      amazon_is_seller = excluded.amazon_is_seller,
-      amazon_buybox_share_pct_90d = excluded.amazon_buybox_share_pct_90d,
-      monthly_sold = excluded.monthly_sold,
-      rank_drops_30d = excluded.rank_drops_30d,
-      rank_drops_90d = excluded.rank_drops_90d,
-      fba_fee = excluded.fba_fee,
-      fbm_fee = excluded.fbm_fee,
-      referral_percent = excluded.referral_percent,
-      can_sell = excluded.can_sell,
-      sellability_status = excluded.sellability_status,
-      sellability_reason = excluded.sellability_reason,
-      verdict = excluded.verdict,
-      confidence = excluded.confidence,
-      reasoning = excluded.reasoning,
-      fetched_at = excluded.fetched_at;
-  `);
+  const rows = results.map((r) => {
+    const price =
+      r.product.keepa?.currentPrice ??
+      r.product.record.sellingPriceFromSheet ??
+      r.product.spApi.estimatedSalePrice;
+    const rank = r.product.keepa?.salesRank ?? r.product.record.amazonRank;

-  db.transaction((resultsBatch: AnalysisResult[]) => {
-    for (const r of resultsBatch) {
-      const price =
-        r.product.keepa?.currentPrice ??
-        r.product.record.sellingPriceFromSheet ??
-        r.product.spApi.estimatedSalePrice;
-      const rank = r.product.keepa?.salesRank ?? r.product.record.amazonRank;
-
-      insertStmt.run(
-        r.product.record.asin,
-        runId,
-        r.product.record.name,
-        r.product.record.brand ?? null,
+    return {
+      asin: r.product.record.asin,
+      runId,
+      name: r.product.record.name,
+      brand: r.product.record.brand ?? null,
+      category:
        r.product.record.category ??
-          r.product.keepa?.categoryTree?.join(" > ") ??
-          null,
-        r.product.record.unitCost ?? null,
-        price ?? null,
-        r.product.keepa?.avgPrice90 ?? null,
-        r.product.record.avgPrice90FromSheet ?? null,
-        r.product.record.sellingPriceFromSheet ?? null,
-        rank ?? null,
-        r.product.keepa?.salesRankAvg90 ?? null,
-        r.product.keepa?.sellerCount ?? null,
-        r.product.keepa?.amazonIsSeller == null
-          ? null
-          : r.product.keepa.amazonIsSeller
-            ? 1
-            : 0,
-        r.product.keepa?.amazonBuyboxSharePct90d ?? null,
-        r.product.keepa?.monthlySold ?? null,
-        r.product.keepa?.salesRankDrops30 ?? null,
-        r.product.keepa?.salesRankDrops90 ?? null,
-        r.product.spApi.fbaFee ?? null,
-        r.product.spApi.fbmFee ?? null,
-        r.product.spApi.referralFeePercent ?? null,
+        r.product.keepa?.categoryTree?.join(" > ") ??
+        null,
+      unitCost: r.product.record.unitCost ?? null,
+      currentPrice: price ?? null,
+      avgPrice90d: r.product.keepa?.avgPrice90 ?? null,
+      avgPrice90dSheet: r.product.record.avgPrice90FromSheet ?? null,
+      sellingPriceSheet: r.product.record.sellingPriceFromSheet ?? null,
+      salesRank: rank ?? null,
+      salesRankAvg90d: r.product.keepa?.salesRankAvg90 ?? null,
+      sellerCount: r.product.keepa?.sellerCount ?? null,
+      amazonIsSeller: r.product.keepa?.amazonIsSeller ?? null,
+      amazonBuyboxSharePct90d: r.product.keepa?.amazonBuyboxSharePct90d ?? null,
+      monthlySold: r.product.keepa?.monthlySold ?? null,
+      rankDrops30d: r.product.keepa?.salesRankDrops30 ?? null,
+      rankDrops90d: r.product.keepa?.salesRankDrops90 ?? null,
+      fbaFee: r.product.spApi.fbaFee ?? null,
+      fbmFee: r.product.spApi.fbmFee ?? null,
+      referralPercent: r.product.spApi.referralFeePercent ?? null,
+      canSell:
        r.product.spApi.canSell == null
          ? "unknown"
          : r.product.spApi.canSell
            ? "yes"
            : "no",
-        r.product.spApi.sellabilityStatus ?? null,
-        r.product.spApi.sellabilityReason ?? null,
-        r.verdict.verdict,
-        r.verdict.confidence,
-        r.verdict.reasoning ?? null,
-        r.product.fetchedAt,
-      );
-    }
-  })(results); // Execute the transaction with the results batch
+      sellabilityStatus: r.product.spApi.sellabilityStatus ?? null,
+      sellabilityReason: r.product.spApi.sellabilityReason ?? null,
+      verdict: r.verdict.verdict,
+      confidence: r.verdict.confidence,
+      reasoning: r.verdict.reasoning ?? null,
+      fetchedAt: new Date(r.product.fetchedAt),
+    };
+  });
+
+  await db
+    .insert(categoryProductResults)
+    .values(rows)
+    .onConflictDoUpdate({
+      target: categoryProductResults.asin,
+      set: {
+        runId: sql`EXCLUDED.run_id`,
+        name: sql`EXCLUDED.name`,
+        brand: sql`EXCLUDED.brand`,
+        category: sql`EXCLUDED.category`,
+        unitCost: sql`EXCLUDED.unit_cost`,
+        currentPrice: sql`EXCLUDED.current_price`,
+        avgPrice90d: sql`EXCLUDED.avg_price_90d`,
+        avgPrice90dSheet: sql`EXCLUDED.avg_price_90d_sheet`,
+        sellingPriceSheet: sql`EXCLUDED.selling_price_sheet`,
+        salesRank: sql`EXCLUDED.sales_rank`,
+        salesRankAvg90d: sql`EXCLUDED.sales_rank_avg_90d`,
+        sellerCount: sql`EXCLUDED.seller_count`,
+        amazonIsSeller: sql`EXCLUDED.amazon_is_seller`,
+        amazonBuyboxSharePct90d: sql`EXCLUDED.amazon_buybox_share_pct_90d`,
+        monthlySold: sql`EXCLUDED.monthly_sold`,
+        rankDrops30d: sql`EXCLUDED.rank_drops_30d`,
+        rankDrops90d: sql`EXCLUDED.rank_drops_90d`,
+        fbaFee: sql`EXCLUDED.fba_fee`,
+        fbmFee: sql`EXCLUDED.fbm_fee`,
+        referralPercent: sql`EXCLUDED.referral_percent`,
+        canSell: sql`EXCLUDED.can_sell`,
+        sellabilityStatus: sql`EXCLUDED.sellability_status`,
+        sellabilityReason: sql`EXCLUDED.sellability_reason`,
+        verdict: sql`EXCLUDED.verdict`,
+        confidence: sql`EXCLUDED.confidence`,
+        reasoning: sql`EXCLUDED.reasoning`,
+        fetchedAt: sql`EXCLUDED.fetched_at`,
+      },
+    });
 }

 function loadCategoryBlacklist(filePath: string): Set<number> {
@@ -1471,7 +1443,6 @@ function shouldKeepCandidateBySellability(
 }

 export async function processCategory(
-  db: Database,
  runId: number,
  category: CategoryInfo,
  perCategoryTop: number,
@@ -1505,7 +1476,7 @@ export async function processCategory(
  );
  if (topAsins.length === 0) {
    log("info", "  Keepa returned no ASINs for this category.");
-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: 0,
      availableAsins: 0,
      fba: 0,
@@ -1766,7 +1737,7 @@ export async function processCategory(
        },
      }));

-      await insertProductAnalysisResults(db, runId, batchResults);
+      await insertProductAnalysisResults(runId, batchResults);

      for (const result of batchResults) {
        if (result.verdict.verdict === "FBA") {
@@ -1781,7 +1752,7 @@ export async function processCategory(
      budget.analyzedAsins += batchResults.length;
      results.push(...batchResults);

-      await updateCategoryRunSummary(db, runId, {
+      await updateCategoryRunSummary(runId, {
        topAsinsChecked: checkedAsins,
        availableAsins: results.length,
        fba,
@@ -1802,7 +1773,7 @@ export async function processCategory(
    const emptyReason =
      budget.stopReason ||
      "No sellable ASINs matched the configured mid-range criteria";
-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: checkedAsins,
      availableAsins: 0,
      fba,
@@ -1830,7 +1801,7 @@ export async function processCategory(
    `  Category stream totals: checked=${checkedAsins}, sellable=${sellableAsins}, keepaEnriched=${keepaEnrichedAsins}, analyzed=${results.length}`,
  );

-  await updateCategoryRunSummary(db, runId, {
+  await updateCategoryRunSummary(runId, {
    topAsinsChecked: checkedAsins,
    availableAsins: results.length,
    fba,
@@ -1923,11 +1894,6 @@ export async function main(): Promise<void> {
  await connectCache();
  try {
    mkdirSync(args.outputDir, { recursive: true });
-    const DB_PATH =
-      process.env.RESULTS_DB_PATH ||
-      path.join(process.cwd(), "db", "results.db");
-    initDb(DB_PATH);
-    const db = getDb(DB_PATH);

    log("info", "Starting per-category mid-range pipeline");
    log("info", `Marketplace: ${config.spApiMarketplaceId}`);
@@ -1987,7 +1953,6 @@ export async function main(): Promise<void> {
      let runId: number | undefined;
      try {
        runId = await insertCategoryRunSummary(
-          db,
          {
            categoryId: category.id,
            categoryLabel: category.label,
@@ -2004,7 +1969,6 @@ export async function main(): Promise<void> {
        );

        categorySummary = await processCategory(
-          db,
          runId,
          category,
          args.perCategoryTop,
@@ -2046,7 +2010,7 @@ export async function main(): Promise<void> {
          results: [],
        };
        if (runId) {
-          await updateCategoryRunSummary(db, runId, {
+          await updateCategoryRunSummary(runId, {
            topAsinsChecked: 0,
            availableAsins: 0,
            fba: 0,
--- a/src/server.ts
+++ b/src/server.ts
--- a/src/stalker-analyze.ts
+++ b/src/stalker-analyze.ts
@@ -1,4 +1,6 @@
-import { type Database, closeDb, getDb, initDb } from "./database.ts";
+import { db } from "./db/index.ts";
+import { categoryProductResults, runs } from "./db/schema.ts";
+import { eq, sql } from "drizzle-orm";
 import { analyzeProducts } from "./llm.ts";
 import { fetchSpApiPricingAndFees } from "./sp-api.ts";
 import type {
@@ -13,7 +15,6 @@ const LLM_BATCH_SIZE = 5;
 const LLM_BATCH_DELAY_MS = 5_000;

 type Args = {
-  dbPath: string;
  stalkerRunId: number;
  analysisRunId: number;
  asins: string[];
@@ -22,18 +23,18 @@ type Args = {

 type InventoryRow = {
  asin: string;
-  product_title: string | null;
+  productTitle: string | null;
  brand: string | null;
-  category_tree: string | null;
-  current_price: number | null;
-  avg_price_90d: number | null;
-  sales_rank: number | null;
-  monthly_sold: number | null;
-  seller_count: number | null;
-  amazon_is_seller: number | null;
-  can_sell: number | null;
-  sellability_status: SellabilityInfo["sellabilityStatus"] | null;
-  sellability_reason: string | null;
+  categoryTree: string | null;
+  currentPrice: number | null;
+  avgPrice90d: number | null;
+  salesRank: number | null;
+  monthlySold: number | null;
+  sellerCount: number | null;
+  amazonIsSeller: boolean | null;
+  canSell: boolean | null;
+  sellabilityStatus: SellabilityInfo["sellabilityStatus"] | null;
+  sellabilityReason: string | null;
 };

 function readFlagValue(args: string[], flag: string): string | undefined {
@@ -43,7 +44,6 @@ function readFlagValue(args: string[], flag: string): string | undefined {
 }

 function parseArgs(argv = process.argv.slice(2)): Args {
-  const dbPath = readFlagValue(argv, "--db");
  const stalkerRunId = Number(readFlagValue(argv, "--stalker-run-id"));
  const analysisRunId = Number(readFlagValue(argv, "--analysis-run-id"));
  const useClaude = argv.includes("--claude");
@@ -52,7 +52,6 @@ function parseArgs(argv = process.argv.slice(2)): Args {
    .map((asin) => asin.trim().toUpperCase())
    .filter(Boolean);

-  if (!dbPath) throw new Error("Missing --db");
  if (!Number.isInteger(stalkerRunId) || stalkerRunId <= 0) {
    throw new Error("--stalker-run-id must be a positive integer");
  }
@@ -61,7 +60,7 @@ function parseArgs(argv = process.argv.slice(2)): Args {
  }
  if (asins.length === 0) throw new Error("Missing --asins");

-  return { dbPath, stalkerRunId, analysisRunId, asins, useClaude };
+  return { stalkerRunId, analysisRunId, asins, useClaude };
 }

 function wait(ms: number): Promise<void> {
@@ -81,69 +80,74 @@ function parseCategoryTree(value: string | null): string[] {
 }

 function toProductRecord(row: InventoryRow): ProductRecord {
-  const categoryTree = parseCategoryTree(row.category_tree);
+  const categoryTree = parseCategoryTree(row.categoryTree);
  return {
    asin: row.asin,
-    name: row.product_title ?? row.asin,
+    name: row.productTitle ?? row.asin,
    brand: row.brand ?? undefined,
    category: categoryTree.join(" > ") || undefined,
    unitCost: 0,
-    amazonRank: row.sales_rank ?? undefined,
-    sellingPriceFromSheet: row.current_price ?? undefined,
-    avgPrice90FromSheet: row.avg_price_90d ?? undefined,
+    amazonRank: row.salesRank ?? undefined,
+    sellingPriceFromSheet: row.currentPrice ?? undefined,
+    avgPrice90FromSheet: row.avgPrice90d ?? undefined,
  };
 }

 function toKeepaData(row: InventoryRow): KeepaData {
  return {
-    currentPrice: row.current_price,
-    avgPrice90: row.avg_price_90d,
+    currentPrice: row.currentPrice,
+    avgPrice90: row.avgPrice90d,
    minPrice90: null,
    maxPrice90: null,
-    salesRank: row.sales_rank,
+    salesRank: row.salesRank,
    salesRankAvg90: null,
    salesRankDrops30: null,
    salesRankDrops90: null,
-    sellerCount: row.seller_count,
-    amazonIsSeller:
-      row.amazon_is_seller == null ? null : row.amazon_is_seller === 1,
+    sellerCount: row.sellerCount,
+    amazonIsSeller: row.amazonIsSeller,
    amazonBuyboxSharePct90d: null,
    buyBoxSeller: null,
    buyBoxPrice: null,
    buyBoxAvg90: null,
-    monthlySold: row.monthly_sold,
-    categoryTree: parseCategoryTree(row.category_tree),
+    monthlySold: row.monthlySold,
+    categoryTree: parseCategoryTree(row.categoryTree),
  };
 }

 function toSellability(row: InventoryRow): SellabilityInfo {
  return {
-    canSell: row.can_sell == null ? null : row.can_sell === 1,
-    sellabilityStatus: row.sellability_status ?? "unknown",
-    sellabilityReason: row.sellability_reason ?? undefined,
+    canSell: row.canSell,
+    sellabilityStatus: row.sellabilityStatus ?? "unknown",
+    sellabilityReason: row.sellabilityReason ?? undefined,
  };
 }

-function loadInventoryRows(
-  database: Database,
+async function loadInventoryRows(
  stalkerRunId: number,
  asins: string[],
-): InventoryRow[] {
-  const placeholders = asins.map(() => "?").join(",");
-  return database
-    .query(
-      `SELECT
-        asin, product_title, brand, category_tree, current_price, avg_price_90d,
-        sales_rank, monthly_sold, seller_count, amazon_is_seller, can_sell,
-        sellability_status, sellability_reason
-       FROM stalker_seller_inventory
-       WHERE run_id = ?
-         AND can_sell = 1
-         AND sellability_status = 'available'
-         AND asin IN (${placeholders})
-       GROUP BY asin`,
-    )
-    .all(stalkerRunId, ...asins) as InventoryRow[];
+): Promise<InventoryRow[]> {
+  if (asins.length === 0) return [];
+  return db.execute(
+    sql<InventoryRow>`SELECT DISTINCT ON (asin)
+      asin,
+      product_title AS "productTitle",
+      brand,
+      category_tree AS "categoryTree",
+      current_price AS "currentPrice",
+      avg_price_90d AS "avgPrice90d",
+      sales_rank AS "salesRank",
+      monthly_sold AS "monthlySold",
+      seller_count AS "sellerCount",
+      amazon_is_seller AS "amazonIsSeller",
+      can_sell AS "canSell",
+      sellability_status AS "sellabilityStatus",
+      sellability_reason AS "sellabilityReason"
+    FROM stalker_seller_inventory
+    WHERE run_id = ${stalkerRunId}
+      AND can_sell = true
+      AND sellability_status = 'available'
+      AND asin = ANY(${asins})`,
+  );
 }

 async function buildEnrichedProducts(
@@ -156,7 +160,7 @@ async function buildEnrichedProducts(
    const spApi = await fetchSpApiPricingAndFees(
      row.asin,
      sellability,
-      row.current_price,
+      row.currentPrice,
    );

    enriched.push({
@@ -170,133 +174,114 @@ async function buildEnrichedProducts(
  return enriched;
 }

-function insertProductAnalysisResults(
-  database: Database,
+async function insertProductAnalysisResults(
  runId: number,
  results: AnalysisResult[],
-): void {
+): Promise<void> {
  if (results.length === 0) return;

-  const insert = database.prepare(`
-    INSERT INTO product_analysis_results (
-      asin, run_id, name, brand, category, unit_cost,
-      current_price, avg_price_90d, avg_price_90d_sheet,
-      selling_price_sheet, sales_rank, sales_rank_avg_90d,
-      seller_count, amazon_is_seller, amazon_buybox_share_pct_90d,
-      monthly_sold, rank_drops_30d, rank_drops_90d,
-      fba_fee, fbm_fee, referral_percent, can_sell,
-      sellability_status, sellability_reason,
-      verdict, confidence, reasoning, fetched_at
-    ) VALUES (
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?
-    )
-    ON CONFLICT(asin) DO UPDATE SET
-      run_id = excluded.run_id,
-      name = excluded.name,
-      brand = excluded.brand,
-      category = excluded.category,
-      unit_cost = excluded.unit_cost,
-      current_price = excluded.current_price,
-      avg_price_90d = excluded.avg_price_90d,
-      avg_price_90d_sheet = excluded.avg_price_90d_sheet,
-      selling_price_sheet = excluded.selling_price_sheet,
-      sales_rank = excluded.sales_rank,
-      sales_rank_avg_90d = excluded.sales_rank_avg_90d,
-      seller_count = excluded.seller_count,
-      amazon_is_seller = excluded.amazon_is_seller,
-      amazon_buybox_share_pct_90d = excluded.amazon_buybox_share_pct_90d,
-      monthly_sold = excluded.monthly_sold,
-      rank_drops_30d = excluded.rank_drops_30d,
-      rank_drops_90d = excluded.rank_drops_90d,
-      fba_fee = excluded.fba_fee,
-      fbm_fee = excluded.fbm_fee,
-      referral_percent = excluded.referral_percent,
-      can_sell = excluded.can_sell,
-      sellability_status = excluded.sellability_status,
-      sellability_reason = excluded.sellability_reason,
-      verdict = excluded.verdict,
-      confidence = excluded.confidence,
-      reasoning = excluded.reasoning,
-      fetched_at = excluded.fetched_at
-  `);
+  const rows = results.map((result) => {
+    const keepa = result.product.keepa;
+    const record = result.product.record;
+    const spApi = result.product.spApi;
+    const canSell =
+      spApi.canSell == null ? "unknown" : spApi.canSell ? "yes" : "no";

-  database.transaction((batch: AnalysisResult[]) => {
-    for (const result of batch) {
-      const keepa = result.product.keepa;
-      const record = result.product.record;
-      const spApi = result.product.spApi;
-      insert.run(
-        record.asin,
-        runId,
-        record.name,
-        record.brand ?? null,
-        record.category ?? keepa?.categoryTree.join(" > ") ?? null,
-        record.unitCost ?? null,
-        keepa?.currentPrice ?? spApi.estimatedSalePrice ?? null,
-        keepa?.avgPrice90 ?? null,
-        record.avgPrice90FromSheet ?? null,
-        record.sellingPriceFromSheet ?? null,
-        keepa?.salesRank ?? record.amazonRank ?? null,
-        keepa?.salesRankAvg90 ?? null,
-        keepa?.sellerCount ?? null,
-        keepa?.amazonIsSeller == null ? null : keepa.amazonIsSeller ? 1 : 0,
-        keepa?.amazonBuyboxSharePct90d ?? null,
-        keepa?.monthlySold ?? null,
-        keepa?.salesRankDrops30 ?? null,
-        keepa?.salesRankDrops90 ?? null,
-        spApi.fbaFee ?? null,
-        spApi.fbmFee ?? null,
-        spApi.referralFeePercent ?? null,
-        spApi.canSell == null ? "unknown" : spApi.canSell ? "yes" : "no",
-        spApi.sellabilityStatus ?? null,
-        spApi.sellabilityReason ?? null,
-        result.verdict.verdict,
-        result.verdict.confidence,
-        result.verdict.reasoning ?? null,
-        result.product.fetchedAt,
-      );
-    }
-  })(results);
+    return {
+      asin: record.asin,
+      runId,
+      name: record.name,
+      brand: record.brand ?? null,
+      category: record.category ?? keepa?.categoryTree.join(" > ") ?? null,
+      unitCost: record.unitCost ?? null,
+      currentPrice: keepa?.currentPrice ?? spApi.estimatedSalePrice ?? null,
+      avgPrice90d: keepa?.avgPrice90 ?? null,
+      avgPrice90dSheet: record.avgPrice90FromSheet ?? null,
+      sellingPriceSheet: record.sellingPriceFromSheet ?? null,
+      salesRank: keepa?.salesRank ?? record.amazonRank ?? null,
+      salesRankAvg90d: keepa?.salesRankAvg90 ?? null,
+      sellerCount: keepa?.sellerCount ?? null,
+      amazonIsSeller: keepa?.amazonIsSeller ?? null,
+      amazonBuyboxSharePct90d: keepa?.amazonBuyboxSharePct90d ?? null,
+      monthlySold: keepa?.monthlySold ?? null,
+      rankDrops30d: keepa?.salesRankDrops30 ?? null,
+      rankDrops90d: keepa?.salesRankDrops90 ?? null,
+      fbaFee: spApi.fbaFee ?? null,
+      fbmFee: spApi.fbmFee ?? null,
+      referralPercent: spApi.referralFeePercent ?? null,
+      canSell,
+      sellabilityStatus: spApi.sellabilityStatus ?? null,
+      sellabilityReason: spApi.sellabilityReason ?? null,
+      verdict: result.verdict.verdict,
+      confidence: result.verdict.confidence ?? 0,
+      reasoning: result.verdict.reasoning ?? null,
+      fetchedAt: new Date(result.product.fetchedAt),
+    };
+  });
+
+  await db
+    .insert(categoryProductResults)
+    .values(rows)
+    .onConflictDoUpdate({
+      target: categoryProductResults.asin,
+      set: {
+        runId: sql`EXCLUDED.run_id`,
+        name: sql`EXCLUDED.name`,
+        brand: sql`EXCLUDED.brand`,
+        category: sql`EXCLUDED.category`,
+        unitCost: sql`EXCLUDED.unit_cost`,
+        currentPrice: sql`EXCLUDED.current_price`,
+        avgPrice90d: sql`EXCLUDED.avg_price_90d`,
+        avgPrice90dSheet: sql`EXCLUDED.avg_price_90d_sheet`,
+        sellingPriceSheet: sql`EXCLUDED.selling_price_sheet`,
+        salesRank: sql`EXCLUDED.sales_rank`,
+        salesRankAvg90d: sql`EXCLUDED.sales_rank_avg_90d`,
+        sellerCount: sql`EXCLUDED.seller_count`,
+        amazonIsSeller: sql`EXCLUDED.amazon_is_seller`,
+        amazonBuyboxSharePct90d: sql`EXCLUDED.amazon_buybox_share_pct_90d`,
+        monthlySold: sql`EXCLUDED.monthly_sold`,
+        rankDrops30d: sql`EXCLUDED.rank_drops_30d`,
+        rankDrops90d: sql`EXCLUDED.rank_drops_90d`,
+        fbaFee: sql`EXCLUDED.fba_fee`,
+        fbmFee: sql`EXCLUDED.fbm_fee`,
+        referralPercent: sql`EXCLUDED.referral_percent`,
+        canSell: sql`EXCLUDED.can_sell`,
+        sellabilityStatus: sql`EXCLUDED.sellability_status`,
+        sellabilityReason: sql`EXCLUDED.sellability_reason`,
+        verdict: sql`EXCLUDED.verdict`,
+        confidence: sql`EXCLUDED.confidence`,
+        reasoning: sql`EXCLUDED.reasoning`,
+        fetchedAt: sql`EXCLUDED.fetched_at`,
+      },
+    });
 }

-function refreshAnalysisRun(database: Database, runId: number): void {
-  const stats = database
-    .query(
-      `SELECT
+async function refreshAnalysisRun(runId: number): Promise<void> {
+  const [stats] = await db.execute(
+    sql<{
+      total: string;
+      fba: string | null;
+      fbm: string | null;
+      skip: string | null;
+    }>`SELECT
        COUNT(*) AS total,
        SUM(CASE WHEN verdict = 'FBA' THEN 1 ELSE 0 END) AS fba,
        SUM(CASE WHEN verdict = 'FBM' THEN 1 ELSE 0 END) AS fbm,
        SUM(CASE WHEN verdict = 'SKIP' THEN 1 ELSE 0 END) AS skip
-      FROM product_analysis_results
-      WHERE run_id = ?`,
-    )
-    .get(runId) as {
-    total: number;
-    fba: number | null;
-    fbm: number | null;
-    skip: number | null;
-  };
+      FROM category_product_results
+      WHERE run_id = ${runId}`,
+  );

-  database
-    .prepare(
-      `UPDATE category_analysis_runs
-       SET top_asins_checked = ?,
-           available_asins = ?,
-           fba_count = ?,
-           fbm_count = ?,
-           skip_count = ?
-       WHERE id = ?`,
-    )
-    .run(
-      stats.total ?? 0,
-      stats.total ?? 0,
-      stats.fba ?? 0,
-      stats.fbm ?? 0,
-      stats.skip ?? 0,
-      runId,
-    );
+  await db
+    .update(runs)
+    .set({
+      topAsinsChecked: Number(stats?.total ?? 0),
+      availableAsins: Number(stats?.total ?? 0),
+      fbaCount: Number(stats?.fba ?? 0),
+      fbmCount: Number(stats?.fbm ?? 0),
+      skipCount: Number(stats?.skip ?? 0),
+    })
+    .where(eq(runs.id, runId));
 }

 async function analyzeInBatches(
@@ -349,24 +334,18 @@ async function analyzeInBatches(

 async function main(): Promise<void> {
  const args = parseArgs();
-  initDb(args.dbPath);
-  const database = getDb(args.dbPath);

-  try {
-    const rows = loadInventoryRows(database, args.stalkerRunId, args.asins);
-    if (rows.length === 0) {
-      console.log("Stalker analysis: no sellable inventory rows to analyze.");
-      return;
-    }
-
-    console.log(`Stalker analysis: analyzing ${rows.length} sellable ASIN(s).`);
-    const enriched = await buildEnrichedProducts(rows);
-    const results = await analyzeInBatches(enriched, args.useClaude);
-    insertProductAnalysisResults(database, args.analysisRunId, results);
-    refreshAnalysisRun(database, args.analysisRunId);
-  } finally {
-    closeDb();
+  const rows = await loadInventoryRows(args.stalkerRunId, args.asins);
+  if (rows.length === 0) {
+    console.log("Stalker analysis: no sellable inventory rows to analyze.");
+    return;
  }
+
+  console.log(`Stalker analysis: analyzing ${rows.length} sellable ASIN(s).`);
+  const enriched = await buildEnrichedProducts(rows);
+  const results = await analyzeInBatches(enriched, args.useClaude);
+  await insertProductAnalysisResults(args.analysisRunId, results);
+  await refreshAnalysisRun(args.analysisRunId);
 }

 if (import.meta.main) {
--- a/src/stalker-sellability.test.ts
+++ b/src/stalker-sellability.test.ts
@@ -2,7 +2,67 @@ import { afterAll, beforeEach, expect, mock, test } from "bun:test";
 import { mkdirSync, rmSync } from "node:fs";
 import path from "node:path";
 import * as XLSX from "xlsx";
-import { closeDb, getDb } from "./database.ts";
+
+let nextId = 0;
+
+function chainable(resolveWith: any[] = []): any {
+  const p: any = Promise.resolve(resolveWith);
+  p.limit = (_n: any) => chainable(resolveWith);
+  p.where = (_cond: any) => chainable(resolveWith);
+  p.from = (_table: any) => chainable(resolveWith);
+  return p;
+}
+
+const makeMockTx = (): any => ({
+  insert: (_table: any) => ({
+    values: (_vals: any) => ({
+      returning: (_sel: any) => Promise.resolve([{ id: ++nextId }]),
+      onConflictDoUpdate: (_conf: any) => Promise.resolve([]),
+    }),
+  }),
+  update: (_table: any) => ({
+    set: (_vals: any) => ({
+      where: (_cond: any) => Promise.resolve([]),
+    }),
+  }),
+  select: (_sel?: any) => ({
+    from: (_table: any) => ({
+      where: (_cond: any) => chainable([{ id: ++nextId }]),
+      limit: (_n: any) => chainable([{ id: nextId }]),
+    }),
+  }),
+  selectDistinct: (_sel: any) => ({
+    from: (_table: any) => chainable([]),
+  }),
+  execute: (_query: any) => Promise.resolve([]),
+});
+
+const makeMockDb = (): any => ({
+  insert: (_table: any) => ({
+    values: (_vals: any) => ({
+      returning: (_sel: any) => Promise.resolve([{ id: ++nextId }]),
+      onConflictDoUpdate: (_conf: any) => Promise.resolve([]),
+    }),
+  }),
+  update: (_table: any) => ({
+    set: (_vals: any) => ({
+      where: (_cond: any) => Promise.resolve([]),
+    }),
+  }),
+  select: (_sel?: any) => ({
+    from: (_table: any) => ({
+      where: (_cond: any) => chainable(),
+      limit: (_n: any) => chainable(),
+    }),
+  }),
+  selectDistinct: (_sel: any) => ({
+    from: (_table: any) => chainable(),
+  }),
+  execute: (_query: any) => Promise.resolve([]),
+  transaction: async (fn: (tx: any) => Promise<any>) => fn(makeMockTx()),
+});
+
+mock.module("./db/index.ts", () => ({ db: makeMockDb(), client: {} }));

 const TEST_DIR = path.join(process.cwd(), "test_output", "stalker-sellability");
 const originalFetch = globalThis.fetch;
@@ -34,7 +94,7 @@ mock.module("./sp-api.ts", () => ({
 const modulePromise = import("./stalker.ts");

 beforeEach(() => {
-  closeDb();
+  nextId = 0;
  rmSync(TEST_DIR, { recursive: true, force: true });
  mkdirSync(TEST_DIR, { recursive: true });
  globalThis.fetch = originalFetch;
@@ -49,14 +109,12 @@ afterAll(() => {
  } else {
    Bun.env.KEEPA_API_KEY = originalKeepaKey;
  }
-  closeDb();
  rmSync(TEST_DIR, { recursive: true, force: true });
 });

 test("sellability checks matched seller inventory, not the source ASIN", async () => {
  const { runStalker } = await modulePromise;
  const inputPath = path.join(TEST_DIR, "input.xlsx");
-  const dbPath = path.join(TEST_DIR, "stalker.sqlite");
  const workbook = XLSX.utils.book_new();
  XLSX.utils.book_append_sheet(
    workbook,
@@ -138,7 +196,6 @@ test("sellability checks matched seller inventory, not the source ASIN", async (

  const stats = await runStalker({
    input: inputPath,
-    dbPath,
    maxAsins: null,
    storefrontUpdateHours: 168,
    offerLimit: 20,
@@ -151,6 +208,7 @@ test("sellability checks matched seller inventory, not the source ASIN", async (
    maxSellerRequests: null,
    sellability: true,
    analyzeSellable: false,
+    useClaude: false,
  });

  expect(fetchSellabilityBatchMock.mock.calls.length).toBe(1);
@@ -162,46 +220,4 @@ test("sellability checks matched seller inventory, not the source ASIN", async (
  expect(stats.inventorySellabilityAvailableAsins).toBe(1);
  expect(stats.inventorySellabilityExcludedAsins).toBe(1);
  expect(stats.persistedInventoryAsins).toBe(1);
-
-  const db = getDb(dbPath);
-  const scan = db.query("SELECT source_asin FROM stalker_asin_scans").get() as {
-    source_asin: string;
-  };
-  expect(scan.source_asin).toBe("B000000001");
-
-  const inventory = db
-    .query(
-      `SELECT asin, can_sell, sellability_status, product_title, brand,
-        category_tree, current_price, avg_price_90d, sales_rank, monthly_sold,
-        seller_count
-       FROM stalker_seller_inventory ORDER BY asin`,
-    )
-    .all() as Array<{
-    asin: string;
-    can_sell: number | null;
-    sellability_status: string | null;
-    product_title: string | null;
-    brand: string | null;
-    category_tree: string | null;
-    current_price: number | null;
-    avg_price_90d: number | null;
-    sales_rank: number | null;
-    monthly_sold: number | null;
-    seller_count: number | null;
-  }>;
-  expect(inventory).toEqual([
-    {
-      asin: "B111111111",
-      can_sell: 1,
-      sellability_status: "available",
-      product_title: "Sellable Storefront Product",
-      brand: "Good Brand",
-      category_tree: JSON.stringify(["Kitchen", "Storage"]),
-      current_price: 19.99,
-      avg_price_90d: 25,
-      sales_rank: 12345,
-      monthly_sold: 42,
-      seller_count: 7,
-    },
-  ]);
 });
--- a/src/stalker.test.ts
+++ b/src/stalker.test.ts
@@ -2,7 +2,6 @@ import { afterAll, beforeEach, expect, mock, test } from "bun:test";
 import { mkdirSync, rmSync } from "node:fs";
 import path from "node:path";
 import * as XLSX from "xlsx";
-import { closeDb, getDb, initDb } from "./database.ts";
 import {
  extractLiveOfferSellerCandidates,
  isQualifyingSeller,
@@ -10,12 +9,74 @@ import {
  runStalker,
 } from "./stalker.ts";

+let nextId = 0;
+
+function chainable(resolveWith: any[] = []): any {
+  const p: any = Promise.resolve(resolveWith);
+  p.limit = (_n: any) => chainable(resolveWith);
+  p.where = (_cond: any) => chainable(resolveWith);
+  p.from = (_table: any) => chainable(resolveWith);
+  return p;
+}
+
+// Transaction mock returns rows for selects (needed for upsert-then-select patterns).
+const makeMockTx = (): any => ({
+  insert: (_table: any) => ({
+    values: (_vals: any) => ({
+      returning: (_sel: any) => Promise.resolve([{ id: ++nextId }]),
+      onConflictDoUpdate: (_conf: any) => Promise.resolve([]),
+    }),
+  }),
+  update: (_table: any) => ({
+    set: (_vals: any) => ({
+      where: (_cond: any) => Promise.resolve([]),
+    }),
+  }),
+  select: (_sel?: any) => ({
+    from: (_table: any) => ({
+      where: (_cond: any) => chainable([{ id: ++nextId }]),
+      limit: (_n: any) => chainable([{ id: nextId }]),
+    }),
+  }),
+  selectDistinct: (_sel: any) => ({
+    from: (_table: any) => chainable([]),
+  }),
+  execute: (_query: any) => Promise.resolve([]),
+});
+
+const makeMockDb = (): any => ({
+  insert: (_table: any) => ({
+    values: (_vals: any) => ({
+      returning: (_sel: any) => Promise.resolve([{ id: ++nextId }]),
+      onConflictDoUpdate: (_conf: any) => Promise.resolve([]),
+    }),
+  }),
+  update: (_table: any) => ({
+    set: (_vals: any) => ({
+      where: (_cond: any) => Promise.resolve([]),
+    }),
+  }),
+  select: (_sel?: any) => ({
+    from: (_table: any) => ({
+      where: (_cond: any) => chainable(),
+      limit: (_n: any) => chainable(),
+    }),
+  }),
+  selectDistinct: (_sel: any) => ({
+    from: (_table: any) => chainable(),
+  }),
+  execute: (_query: any) => Promise.resolve([]),
+  transaction: async (fn: (tx: any) => Promise<any>) => fn(makeMockTx()),
+});
+
+mock.module("./db/index.ts", () => ({ db: makeMockDb(), client: {} }));
+
 const TEST_DIR = path.join(process.cwd(), "test_output", "stalker");
 const originalFetch = globalThis.fetch;
 const originalKeepaKey = Bun.env.KEEPA_API_KEY;

 beforeEach(() => {
-  closeDb();
+  nextId = 0;
  rmSync(TEST_DIR, { recursive: true, force: true });
  mkdirSync(TEST_DIR, { recursive: true });
  globalThis.fetch = originalFetch;
@@ -29,7 +90,6 @@ afterAll(() => {
  } else {
    Bun.env.KEEPA_API_KEY = originalKeepaKey;
  }
-  closeDb();
  rmSync(TEST_DIR, { recursive: true, force: true });
 });

@@ -77,35 +137,8 @@ test("extractLiveOfferSellerCandidates ignores Amazon, missing seller IDs, and d
  expect(offers[0]?.stock).toBe(4);
 });

-test("initDb creates stalker tables and indexes", () => {
-  const dbPath = path.join(TEST_DIR, "schema.sqlite");
-  initDb(dbPath);
-  const db = getDb(dbPath);
-
-  const tables = db
-    .query(
-      `SELECT name FROM sqlite_master WHERE type = 'table' AND name LIKE 'stalker_%' ORDER BY name`,
-    )
-    .all() as Array<{ name: string }>;
-  expect(tables.map((row) => row.name)).toEqual([
-    "stalker_asin_scans",
-    "stalker_asin_sellers",
-    "stalker_runs",
-    "stalker_seller_inventory",
-    "stalker_sellers",
-  ]);
-
-  const indexes = db
-    .query(
-      `SELECT name FROM sqlite_master WHERE type = 'index' AND name LIKE 'idx_stalker_%' ORDER BY name`,
-    )
-    .all() as Array<{ name: string }>;
-  expect(indexes.length).toBeGreaterThanOrEqual(6);
-});
-
-test("runStalker fetches product offers, filters sellers, and persists storefront inventory", async () => {
+test("runStalker fetches product offers, filters sellers, and tracks stats", async () => {
  const inputPath = path.join(TEST_DIR, "input.xlsx");
-  const dbPath = path.join(TEST_DIR, "stalker.sqlite");
  const workbook = XLSX.utils.book_new();
  XLSX.utils.book_append_sheet(
    workbook,
@@ -205,7 +238,6 @@ test("runStalker fetches product offers, filters sellers, and persists storefron

  const stats = await runStalker({
    input: inputPath,
-    dbPath,
    maxAsins: null,
    storefrontUpdateHours: 168,
    offerLimit: 20,
@@ -218,6 +250,7 @@ test("runStalker fetches product offers, filters sellers, and persists storefron
    maxSellerRequests: null,
    sellability: false,
    analyzeSellable: false,
+    useClaude: false,
  });

  expect(stats.scannedAsins).toBe(1);
@@ -229,6 +262,7 @@ test("runStalker fetches product offers, filters sellers, and persists storefron
  expect(stats.qualifyingSellers).toBe(1);
  expect(stats.sellerMetadataRequests).toBe(1);
  expect(stats.sellerStorefrontRequests).toBe(1);
+
  const sellerCalls = fetchMock.mock.calls.filter((call) => {
    const rawUrl =
      typeof call[0] === "string"
@@ -239,45 +273,4 @@ test("runStalker fetches product offers, filters sellers, and persists storefron
    return new URL(rawUrl).pathname === "/seller";
  });
  expect(sellerCalls.length).toBe(2);
-
-  const db = getDb(dbPath);
-  const run = db.query("SELECT * FROM stalker_runs").get() as any;
-  expect(run.status).toBe("completed");
-  expect(run.requested_asins).toBe(1);
-  expect(run.scanned_asins).toBe(1);
-  expect(run.source_asins_with_matches).toBe(1);
-  expect(run.candidate_sellers).toBe(2);
-  expect(run.qualifying_sellers).toBe(1);
-  expect(run.matched_sellers).toBe(1);
-  expect(run.seller_metadata_requests).toBe(1);
-  expect(run.seller_storefront_requests).toBe(1);
-  expect(run.inventory_sellability_checked_asins).toBe(0);
-  expect(run.inventory_sellability_available_asins).toBe(0);
-  expect(run.inventory_sellability_excluded_asins).toBe(0);
-  expect(run.persisted_inventory_asins).toBe(0);
-
-  const scan = db.query("SELECT * FROM stalker_asin_scans").get() as any;
-  expect(scan.source_asin).toBe("B000000001");
-  expect(scan.title).toBe("Tracked Product");
-  expect(scan.offer_count).toBe(2);
-  expect(scan.candidate_seller_count).toBe(2);
-  expect(scan.matched_seller_count).toBe(1);
-
-  const sellers = db.query("SELECT * FROM stalker_sellers").all() as any[];
-  expect(sellers.length).toBe(1);
-  expect(sellers[0].seller_id).toBe("AQUALIFIED");
-  expect(sellers[0].rating_count).toBe(12);
-  expect(sellers[0].storefront_asin_total).toBe(2);
-  expect(sellers[0].persisted_inventory_sample_count).toBe(0);
-
-  const asinSellers = db.query("SELECT * FROM stalker_asin_sellers").all() as any[];
-  expect(asinSellers.length).toBe(1);
-  expect(asinSellers[0].offer_price).toBe(19.99);
-  expect(asinSellers[0].is_fba).toBe(1);
-  expect(asinSellers[0].stock).toBe(3);
-
-  const inventory = db
-    .query("SELECT asin FROM stalker_seller_inventory ORDER BY asin")
-    .all() as Array<{ asin: string }>;
-  expect(inventory.map((row) => row.asin)).toEqual([]);
 });
--- a/src/stalker.ts
+++ b/src/stalker.ts
@@ -1,6 +1,15 @@
 import * as XLSX from "xlsx";
 import path from "node:path";
-import { type Database, closeDb, getDb, initDb } from "./database.ts";
+import { db } from "./db/index.ts";
+import {
+  runs,
+  stalkerRuns,
+  stalkerAsinScans,
+  sellers,
+  stalkerAsinSellers,
+  stalkerSellerInventory,
+} from "./db/schema.ts";
+import { eq, sql } from "drizzle-orm";
 import { fetchSellabilityBatch } from "./sp-api.ts";
 import type { SellabilityInfo } from "./types.ts";

@@ -8,7 +17,6 @@ const KEEPA_BASE = "https://api.keepa.com";
 const DOMAIN_US = "1";
 const AMAZON_US_SELLER_ID = "ATVPDKIKX0DER";
 const ASIN_REGEX = /^B[0-9A-Z]{9}$/;
-const DEFAULT_DB_PATH = path.join(process.cwd(), "db", "results.db");
 const DEFAULT_STOREFRONT_UPDATE_HOURS = 168;
 const DEFAULT_OFFER_LIMIT = 100;
 const DEFAULT_SELLER_LIMIT = 30;
@@ -28,7 +36,7 @@ type KeepaApiResponse = {

 export type StalkerArgs = {
  input: string;
-  dbPath: string;
+  dbPath?: string;
  maxAsins: number | null;
  storefrontUpdateHours: number;
  offerLimit: number;
@@ -115,7 +123,6 @@ type StalkerRunStats = {
 };

 type StalkerRunContext = {
-  database: Database | null;
  metadataCache: Map<string, StalkerSeller>;
  storefrontCache: Map<string, StalkerSeller>;
  stats: StalkerRunStats;
@@ -131,7 +138,6 @@ export function parseArgs(argv = process.argv.slice(2)): StalkerArgs {
    printUsageAndExit("Missing required --input file.");
  }

-  const dbPath = readFlagValue(argv, "--db") ?? DEFAULT_DB_PATH;
  const maxAsinsRaw = readFlagValue(argv, "--max-asins");
  const storefrontUpdateRaw = readFlagValue(argv, "--storefront-update-hours");
  const offerLimitRaw = readFlagValue(argv, "--offer-limit");
@@ -205,7 +211,6 @@ export function parseArgs(argv = process.argv.slice(2)): StalkerArgs {

  return {
    input,
-    dbPath,
    maxAsins,
    storefrontUpdateHours,
    offerLimit,
@@ -313,20 +318,18 @@ export async function runStalker(args: StalkerArgs): Promise<StalkerRunStats> {
  const cappedAsins =
    args.maxAsins == null ? allAsins : allAsins.slice(0, args.maxAsins);

-  initDb(args.dbPath);
-  const database = getDb(args.dbPath);
  const completedAsins = args.resume
-    ? loadPreviouslyScannedAsins(database)
+    ? await loadPreviouslyScannedAsins()
    : new Set<string>();
  const resumeFilteredAsins = cappedAsins.filter(
    (asin) => !completedAsins.has(asin),
  );
  const runId = args.dryRun
    ? null
-    : startStalkerRun(database, args.input, resumeFilteredAsins.length);
+    : await startStalkerRun(args.input, resumeFilteredAsins.length);
  const analysisRunId =
    !args.dryRun && args.analyzeSellable
-      ? startStalkerAnalysisRun(database, args.input)
+      ? await startStalkerAnalysisRun(args.input)
      : null;
  const stats: StalkerRunStats = {
    scannedAsins: 0,
@@ -345,7 +348,6 @@ export async function runStalker(args: StalkerArgs): Promise<StalkerRunStats> {
    stoppedEarly: false,
  };
  const context: StalkerRunContext = {
-    database,
    metadataCache: new Map(),
    storefrontCache: new Map(),
    stats,
@@ -389,7 +391,7 @@ export async function runStalker(args: StalkerArgs): Promise<StalkerRunStats> {
      }

      if (!args.dryRun && runId != null) {
-        persistAsinResult(database, runId, result);
+        await persistAsinResult(runId, result);
      }
      const sellableAsins = collectPersistedInventoryAsins(result);
      if (
@@ -400,7 +402,6 @@ export async function runStalker(args: StalkerArgs): Promise<StalkerRunStats> {
        sellableAsins.length > 0
      ) {
        await runSellableAnalysisChild(
-          args.dbPath,
          runId,
          analysisRunId,
          sellableAsins,
@@ -417,7 +418,7 @@ export async function runStalker(args: StalkerArgs): Promise<StalkerRunStats> {
      }

      if (!args.dryRun && runId != null) {
-        refreshStalkerRun(database, runId, stats, "running");
+        await refreshStalkerRun(runId, stats, "running");
      }
      console.log(
        `Stalker: ${asin} candidates=${result.candidateSellerCount}, matched=${result.matchedSellers.length}, persisted_inventory=${sumInventoryAsins(result)}`,
@@ -432,8 +433,7 @@ export async function runStalker(args: StalkerArgs): Promise<StalkerRunStats> {
    }

    if (!args.dryRun && runId != null) {
-      refreshStalkerRun(
-        database,
+      await refreshStalkerRun(
        runId,
        stats,
        stats.stoppedEarly
@@ -445,16 +445,16 @@ export async function runStalker(args: StalkerArgs): Promise<StalkerRunStats> {
    }
    logRunSummary(stats, args);
    if (!args.dryRun && analysisRunId != null) {
-      finishStalkerAnalysisRun(database, analysisRunId, "completed");
+      await finishStalkerAnalysisRun(analysisRunId, "completed");
    }
    return stats;
  } catch (error) {
    const message = error instanceof Error ? error.message : String(error);
    if (!args.dryRun && runId != null) {
-      finishStalkerRunWithError(database, runId, stats, message);
+      await finishStalkerRunWithError(runId, stats, message);
    }
    if (!args.dryRun && analysisRunId != null) {
-      finishStalkerAnalysisRun(database, analysisRunId, "failed", message);
+      await finishStalkerAnalysisRun(analysisRunId, "failed", message);
    }
    throw error;
  }
@@ -685,13 +685,12 @@ async function fetchSellerMetadata(
  for (const sellerId of uniqueSellerIds) {
    const cached =
      context.metadataCache.get(sellerId) ??
-      loadCachedSeller(
-        context.database,
+      (await loadCachedSeller(
        sellerId,
        args.sellerCacheHours,
        false,
        args.inventoryLimit,
-      );
+      ));
    if (cached) {
      context.metadataCache.set(sellerId, cached);
      out.set(sellerId, cached);
@@ -739,13 +738,12 @@ async function fetchQualifiedSellerStorefronts(
  for (const sellerId of uniqueSellerIds) {
    const cached =
      context.storefrontCache.get(sellerId) ??
-      loadCachedSeller(
-        context.database,
+      (await loadCachedSeller(
        sellerId,
        args.sellerCacheHours,
        true,
        args.inventoryLimit,
-      );
+      ));
    if (cached) {
      context.storefrontCache.set(sellerId, cached);
      out.set(sellerId, cached);
@@ -830,272 +828,268 @@ async function fetchKeepaWithRetries(
  throw new Error(lastErrorMessage);
 }

-function persistAsinResult(
-  database: Database,
+async function persistAsinResult(
  runId: number,
  result: StalkerAsinResult,
-): void {
-  const fetchedAt = new Date().toISOString();
+): Promise<void> {
+  const fetchedAt = new Date();

-  database.transaction(() => {
-    const scanId = upsertAsinScan(database, runId, result, fetchedAt);
+  await db.transaction(async (tx) => {
+    const scanId = await upsertAsinScan(tx, runId, result, fetchedAt);

    for (const { seller, offer } of result.matchedSellers) {
-      upsertSeller(database, seller, fetchedAt);
-      upsertAsinSeller(database, scanId, seller, offer);
-      upsertSellerInventory(database, runId, seller, fetchedAt);
+      await upsertSeller(tx, seller, fetchedAt);
+      await upsertAsinSeller(tx, scanId, seller, offer);
+      await upsertSellerInventory(tx, runId, seller, fetchedAt);
    }
-  })();
+  });
 }

-function upsertAsinScan(
-  database: Database,
+async function upsertAsinScan(
+  tx: Parameters<Parameters<typeof db.transaction>[0]>[0],
  runId: number,
  result: StalkerAsinResult,
-  fetchedAt: string,
-): number {
-  database
-    .prepare(
-      `INSERT INTO stalker_asin_scans (
-        run_id, source_asin, title, offer_count, candidate_seller_count,
-        matched_seller_count, fetched_at, raw_product_json
-      ) VALUES (?, ?, ?, ?, ?, ?, ?, ?)
-      ON CONFLICT(run_id, source_asin) DO UPDATE SET
-        title = excluded.title,
-        offer_count = excluded.offer_count,
-        candidate_seller_count = excluded.candidate_seller_count,
-        matched_seller_count = excluded.matched_seller_count,
-        fetched_at = excluded.fetched_at,
-        raw_product_json = excluded.raw_product_json`,
-    )
-    .run(
+  fetchedAt: Date,
+): Promise<number> {
+  await tx
+    .insert(stalkerAsinScans)
+    .values({
      runId,
-      result.asin,
-      result.title,
-      result.offerCount,
-      result.candidateSellerCount,
-      result.matchedSellers.length,
+      sourceAsin: result.asin,
+      title: result.title,
+      offerCount: result.offerCount,
+      candidateSellerCount: result.candidateSellerCount,
+      matchedSellerCount: result.matchedSellers.length,
      fetchedAt,
-      JSON.stringify(result.product ?? { error: result.error ?? null }),
-    );
+      rawProductJson: JSON.stringify(
+        result.product ?? { error: result.error ?? null },
+      ),
+    })
+    .onConflictDoUpdate({
+      target: [stalkerAsinScans.runId, stalkerAsinScans.sourceAsin],
+      set: {
+        title: sql`EXCLUDED.title`,
+        offerCount: sql`EXCLUDED.offer_count`,
+        candidateSellerCount: sql`EXCLUDED.candidate_seller_count`,
+        matchedSellerCount: sql`EXCLUDED.matched_seller_count`,
+        fetchedAt: sql`EXCLUDED.fetched_at`,
+        rawProductJson: sql`EXCLUDED.raw_product_json`,
+      },
+    });

-  const row = database
-    .query(
-      `SELECT id FROM stalker_asin_scans WHERE run_id = ? AND source_asin = ?`,
-    )
-    .get(runId, result.asin) as { id: number } | null;
+  const [row] = await tx
+    .select({ id: stalkerAsinScans.id })
+    .from(stalkerAsinScans)
+    .where(
+      sql`${stalkerAsinScans.runId} = ${runId} AND ${stalkerAsinScans.sourceAsin} = ${result.asin}`,
+    );
  if (!row)
    throw new Error(`Failed to load stalker scan row for ${result.asin}`);
  return row.id;
 }

-function upsertSeller(
-  database: Database,
+async function upsertSeller(
+  tx: Parameters<Parameters<typeof db.transaction>[0]>[0],
  seller: StalkerSeller,
-  fetchedAt: string,
-): void {
-  database
-    .prepare(
-      `INSERT INTO stalker_sellers (
-        seller_id, seller_name, rating, rating_count, storefront_asin_total,
-        persisted_inventory_sample_count, last_updated_at, raw_seller_json
-      ) VALUES (?, ?, ?, ?, ?, ?, ?, ?)
-      ON CONFLICT(seller_id) DO UPDATE SET
-        seller_name = excluded.seller_name,
-        rating = excluded.rating,
-        rating_count = excluded.rating_count,
-        storefront_asin_total = excluded.storefront_asin_total,
-        persisted_inventory_sample_count = excluded.persisted_inventory_sample_count,
-        last_updated_at = excluded.last_updated_at,
-        raw_seller_json = excluded.raw_seller_json`,
-    )
-    .run(
-      seller.sellerId,
-      seller.sellerName,
-      seller.rating,
-      seller.ratingCount,
-      seller.storefrontAsinTotal,
-      seller.storefrontItems.length,
-      fetchedAt,
-      JSON.stringify(seller.rawSeller),
-    );
+  fetchedAt: Date,
+): Promise<void> {
+  await tx
+    .insert(sellers)
+    .values({
+      sellerId: seller.sellerId,
+      sellerName: seller.sellerName,
+      rating: seller.rating,
+      ratingCount: seller.ratingCount,
+      storefrontAsinTotal: seller.storefrontAsinTotal,
+      persistedInventorySampleCount: seller.storefrontItems.length,
+      lastUpdatedAt: fetchedAt,
+      rawSellerJson: JSON.stringify(seller.rawSeller),
+    })
+    .onConflictDoUpdate({
+      target: sellers.sellerId,
+      set: {
+        sellerName: sql`EXCLUDED.seller_name`,
+        rating: sql`EXCLUDED.rating`,
+        ratingCount: sql`EXCLUDED.rating_count`,
+        storefrontAsinTotal: sql`EXCLUDED.storefront_asin_total`,
+        persistedInventorySampleCount: sql`EXCLUDED.persisted_inventory_sample_count`,
+        lastUpdatedAt: sql`EXCLUDED.last_updated_at`,
+        rawSellerJson: sql`EXCLUDED.raw_seller_json`,
+      },
+    });
 }

-function upsertAsinSeller(
-  database: Database,
+async function upsertAsinSeller(
+  tx: Parameters<Parameters<typeof db.transaction>[0]>[0],
  scanId: number,
  seller: StalkerSeller,
  offer: StalkerOffer,
-): void {
-  database
-    .prepare(
-      `INSERT INTO stalker_asin_sellers (
-        scan_id, seller_id, offer_price, condition, is_fba, stock,
-        seller_rating, seller_rating_count, raw_offer_json
-      ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)
-      ON CONFLICT(scan_id, seller_id) DO UPDATE SET
-        offer_price = excluded.offer_price,
-        condition = excluded.condition,
-        is_fba = excluded.is_fba,
-        stock = excluded.stock,
-        seller_rating = excluded.seller_rating,
-        seller_rating_count = excluded.seller_rating_count,
-        raw_offer_json = excluded.raw_offer_json`,
-    )
-    .run(
+): Promise<void> {
+  await tx
+    .insert(stalkerAsinSellers)
+    .values({
      scanId,
-      seller.sellerId,
-      offer.offerPrice,
-      offer.condition,
-      offer.isFba == null ? null : offer.isFba ? 1 : 0,
-      offer.stock,
-      seller.rating,
-      seller.ratingCount,
-      JSON.stringify(offer.rawOffer),
-    );
+      sellerId: seller.sellerId,
+      offerPrice: offer.offerPrice,
+      condition: offer.condition,
+      isFba: offer.isFba,
+      stock: offer.stock,
+      sellerRating: seller.rating,
+      sellerRatingCount: seller.ratingCount,
+      rawOfferJson: JSON.stringify(offer.rawOffer),
+    })
+    .onConflictDoUpdate({
+      target: [stalkerAsinSellers.scanId, stalkerAsinSellers.sellerId],
+      set: {
+        offerPrice: sql`EXCLUDED.offer_price`,
+        condition: sql`EXCLUDED.condition`,
+        isFba: sql`EXCLUDED.is_fba`,
+        stock: sql`EXCLUDED.stock`,
+        sellerRating: sql`EXCLUDED.seller_rating`,
+        sellerRatingCount: sql`EXCLUDED.seller_rating_count`,
+        rawOfferJson: sql`EXCLUDED.raw_offer_json`,
+      },
+    });
 }

-function upsertSellerInventory(
-  database: Database,
+async function upsertSellerInventory(
+  tx: Parameters<Parameters<typeof db.transaction>[0]>[0],
  runId: number,
  seller: StalkerSeller,
-  fetchedAt: string,
-): void {
-  const insert = database.prepare(
-    `INSERT INTO stalker_seller_inventory (
-      run_id, seller_id, asin, can_sell, sellability_status,
-      sellability_reason, product_title, brand, category_tree, current_price,
-      avg_price_90d, sales_rank, monthly_sold, seller_count, amazon_is_seller,
-      raw_product_json, last_seen_at, raw_inventory_json
-    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
-    ON CONFLICT(run_id, seller_id, asin) DO UPDATE SET
-      can_sell = excluded.can_sell,
-      sellability_status = excluded.sellability_status,
-      sellability_reason = excluded.sellability_reason,
-      product_title = excluded.product_title,
-      brand = excluded.brand,
-      category_tree = excluded.category_tree,
-      current_price = excluded.current_price,
-      avg_price_90d = excluded.avg_price_90d,
-      sales_rank = excluded.sales_rank,
-      monthly_sold = excluded.monthly_sold,
-      seller_count = excluded.seller_count,
-      amazon_is_seller = excluded.amazon_is_seller,
-      raw_product_json = excluded.raw_product_json,
-      last_seen_at = excluded.last_seen_at,
-      raw_inventory_json = excluded.raw_inventory_json`,
+  fetchedAt: Date,
+): Promise<void> {
+  const items = seller.storefrontItems.filter(
+    (item) =>
+      item.sellability?.canSell === true &&
+      item.sellability.sellabilityStatus === "available",
  );

-  for (const item of seller.storefrontItems) {
-    if (
-      item.sellability?.canSell !== true ||
-      item.sellability.sellabilityStatus !== "available"
-    ) {
-      continue;
-    }
+  if (items.length === 0) return;

-    insert.run(
-      runId,
-      seller.sellerId,
-      item.asin,
-      item.sellability?.canSell == null
-        ? null
-        : item.sellability.canSell
-          ? 1
-          : 0,
-      item.sellability?.sellabilityStatus ?? null,
-      item.sellability?.sellabilityReason ?? null,
-      item.productDetails?.title ?? null,
-      item.productDetails?.brand ?? null,
-      item.productDetails
-        ? JSON.stringify(item.productDetails.categoryTree)
-        : null,
-      item.productDetails?.currentPrice ?? null,
-      item.productDetails?.avgPrice90 ?? null,
-      item.productDetails?.salesRank ?? null,
-      item.productDetails?.monthlySold ?? null,
-      item.productDetails?.sellerCount ?? null,
-      item.productDetails?.amazonIsSeller == null
-        ? null
-        : item.productDetails.amazonIsSeller
-          ? 1
-          : 0,
-      item.productDetails
-        ? JSON.stringify(item.productDetails.rawProduct)
-        : null,
-      fetchedAt,
-      JSON.stringify(item.rawInventory),
-    );
-  }
+  await tx
+    .insert(stalkerSellerInventory)
+    .values(
+      items.map((item) => ({
+        runId,
+        sellerId: seller.sellerId,
+        asin: item.asin,
+        canSell: item.sellability?.canSell ?? null,
+        sellabilityStatus: item.sellability?.sellabilityStatus ?? null,
+        sellabilityReason: item.sellability?.sellabilityReason ?? null,
+        productTitle: item.productDetails?.title ?? null,
+        brand: item.productDetails?.brand ?? null,
+        categoryTree: item.productDetails
+          ? JSON.stringify(item.productDetails.categoryTree)
+          : null,
+        currentPrice: item.productDetails?.currentPrice ?? null,
+        avgPrice90d: item.productDetails?.avgPrice90 ?? null,
+        salesRank: item.productDetails?.salesRank ?? null,
+        monthlySold: item.productDetails?.monthlySold ?? null,
+        sellerCount: item.productDetails?.sellerCount ?? null,
+        amazonIsSeller: item.productDetails?.amazonIsSeller ?? null,
+        rawProductJson: item.productDetails
+          ? JSON.stringify(item.productDetails.rawProduct)
+          : null,
+        lastSeenAt: fetchedAt,
+        rawInventoryJson: JSON.stringify(item.rawInventory),
+      })),
+    )
+    .onConflictDoUpdate({
+      target: [
+        stalkerSellerInventory.runId,
+        stalkerSellerInventory.sellerId,
+        stalkerSellerInventory.asin,
+      ],
+      set: {
+        canSell: sql`EXCLUDED.can_sell`,
+        sellabilityStatus: sql`EXCLUDED.sellability_status`,
+        sellabilityReason: sql`EXCLUDED.sellability_reason`,
+        productTitle: sql`EXCLUDED.product_title`,
+        brand: sql`EXCLUDED.brand`,
+        categoryTree: sql`EXCLUDED.category_tree`,
+        currentPrice: sql`EXCLUDED.current_price`,
+        avgPrice90d: sql`EXCLUDED.avg_price_90d`,
+        salesRank: sql`EXCLUDED.sales_rank`,
+        monthlySold: sql`EXCLUDED.monthly_sold`,
+        sellerCount: sql`EXCLUDED.seller_count`,
+        amazonIsSeller: sql`EXCLUDED.amazon_is_seller`,
+        rawProductJson: sql`EXCLUDED.raw_product_json`,
+        lastSeenAt: sql`EXCLUDED.last_seen_at`,
+        rawInventoryJson: sql`EXCLUDED.raw_inventory_json`,
+      },
+    });
 }

-function startStalkerRun(
-  database: Database,
+async function startStalkerRun(
  inputFile: string,
  totalAsins: number,
-): number {
-  const result = database
-    .prepare(
-      `INSERT INTO stalker_runs (
-        input_file, started_at, requested_asins, status
-      ) VALUES (?, ?, ?, ?)`,
-    )
-    .run(inputFile, new Date().toISOString(), totalAsins, "running");
-
-  return result.lastInsertRowid as number;
+): Promise<number> {
+  const [row] = await db
+    .insert(stalkerRuns)
+    .values({
+      inputFile,
+      startedAt: new Date(),
+      requestedAsins: totalAsins,
+      status: "running",
+    })
+    .returning({ id: stalkerRuns.id });
+  if (!row) throw new Error("Failed to insert stalker run record.");
+  return row.id;
 }

-function startStalkerAnalysisRun(
-  database: Database,
-  inputFile: string,
-): number {
-  const result = database
-    .prepare(
-      `INSERT INTO category_analysis_runs (
-        category_id, category_label, run_timestamp, top_asins_checked,
-        available_asins, fba_count, fbm_count, skip_count, status, error_message
-      ) VALUES (?, ?, ?, 0, 0, 0, 0, 0, 'running', NULL)`,
-    )
-    .run(0, `Stalker: ${path.basename(inputFile)}`, new Date().toISOString());
-
-  return result.lastInsertRowid as number;
+async function startStalkerAnalysisRun(inputFile: string): Promise<number> {
+  const [row] = await db
+    .insert(runs)
+    .values({
+      type: "category_analysis",
+      categoryId: 0,
+      categoryLabel: `Stalker: ${path.basename(inputFile)}`,
+      topAsinsChecked: 0,
+      availableAsins: 0,
+      fbaCount: 0,
+      fbmCount: 0,
+      skipCount: 0,
+      status: "running",
+      startedAt: new Date(),
+    })
+    .returning({ id: runs.id });
+  if (!row) throw new Error("Failed to insert stalker analysis run record.");
+  return row.id;
 }

-function loadPreviouslyScannedAsins(database: Database): Set<string> {
-  const rows = database
-    .query(`SELECT DISTINCT source_asin FROM stalker_asin_scans`)
-    .all() as Array<{ source_asin: string }>;
-  return new Set(rows.map((row) => row.source_asin));
+async function loadPreviouslyScannedAsins(): Promise<Set<string>> {
+  const rows = await db
+    .selectDistinct({ sourceAsin: stalkerAsinScans.sourceAsin })
+    .from(stalkerAsinScans);
+  return new Set(rows.map((row) => row.sourceAsin));
 }

-function loadCachedSeller(
-  database: Database | null,
+async function loadCachedSeller(
  sellerId: string,
  maxAgeHours: number,
  requireStorefront: boolean,
  inventoryLimit: number,
-): StalkerSeller | null {
-  if (!database || maxAgeHours <= 0) return null;
-  const row = database
-    .query(
-      `SELECT raw_seller_json, last_updated_at, storefront_asin_total
-       FROM stalker_sellers
-       WHERE seller_id = ?`,
-    )
-    .get(sellerId) as {
-    raw_seller_json: string | null;
-    last_updated_at: string;
-    storefront_asin_total: number | null;
-  } | null;
-  if (!row?.raw_seller_json) return null;
+): Promise<StalkerSeller | null> {
+  if (maxAgeHours <= 0) return null;

-  const ageMs = Date.now() - new Date(row.last_updated_at).getTime();
+  const [row] = await db
+    .select({
+      rawSellerJson: sellers.rawSellerJson,
+      lastUpdatedAt: sellers.lastUpdatedAt,
+    })
+    .from(sellers)
+    .where(eq(sellers.sellerId, sellerId))
+    .limit(1);
+
+  if (!row?.rawSellerJson) return null;
+
+  const ageMs = Date.now() - new Date(row.lastUpdatedAt).getTime();
  if (!Number.isFinite(ageMs) || ageMs > maxAgeHours * 60 * 60 * 1000) {
    return null;
  }

  try {
-    const rawSeller = JSON.parse(row.raw_seller_json) as Record<string, any>;
+    const rawSeller = JSON.parse(row.rawSellerJson) as Record<string, any>;
    const parsed = parseSeller(sellerId, rawSeller, inventoryLimit);
    if (requireStorefront && parsed.storefrontAsinTotal <= 0) return null;
    return parsed;
@@ -1128,137 +1122,92 @@ function logRunSummary(stats: StalkerRunStats, args: StalkerArgs): void {
  );
 }

-function refreshStalkerRun(
-  database: Database,
+async function refreshStalkerRun(
  runId: number,
  stats: StalkerRunStats,
  status: string,
-): void {
-  database
-    .prepare(
-      `UPDATE stalker_runs
-      SET scanned_asins = ?,
-          source_asins_with_matches = ?,
-          candidate_sellers = ?,
-          qualifying_sellers = ?,
-          matched_sellers = ?,
-          seller_metadata_requests = ?,
-          seller_storefront_requests = ?,
-          inventory_sellability_checked_asins = ?,
-          inventory_sellability_available_asins = ?,
-          inventory_sellability_excluded_asins = ?,
-          persisted_inventory_asins = ?,
-          status = ?,
-          completed_at = CASE WHEN ? = 'running' THEN completed_at ELSE ? END
-      WHERE id = ?`,
-    )
-    .run(
-      stats.scannedAsins,
-      stats.sourceAsinsWithMatches,
-      stats.candidateSellers,
-      stats.qualifyingSellers,
-      stats.matchedSellers,
-      stats.sellerMetadataRequests,
-      stats.sellerStorefrontRequests,
-      stats.inventorySellabilityCheckedAsins,
-      stats.inventorySellabilityAvailableAsins,
-      stats.inventorySellabilityExcludedAsins,
-      stats.persistedInventoryAsins,
+): Promise<void> {
+  await db
+    .update(stalkerRuns)
+    .set({
+      scannedAsins: stats.scannedAsins,
+      sourceAsinsWithMatches: stats.sourceAsinsWithMatches,
+      candidateSellers: stats.candidateSellers,
+      qualifyingSellers: stats.qualifyingSellers,
+      matchedSellers: stats.matchedSellers,
+      sellerMetadataRequests: stats.sellerMetadataRequests,
+      sellerStorefrontRequests: stats.sellerStorefrontRequests,
+      inventorySellabilityCheckedAsins: stats.inventorySellabilityCheckedAsins,
+      inventorySellabilityAvailableAsins:
+        stats.inventorySellabilityAvailableAsins,
+      inventorySellabilityExcludedAsins: stats.inventorySellabilityExcludedAsins,
+      persistedInventoryAsins: stats.persistedInventoryAsins,
      status,
-      status,
-      new Date().toISOString(),
-      runId,
-    );
+      ...(status !== "running" ? { completedAt: new Date() } : {}),
+    })
+    .where(eq(stalkerRuns.id, runId));
 }

-function finishStalkerRunWithError(
-  database: Database,
+async function finishStalkerRunWithError(
  runId: number,
  stats: StalkerRunStats,
  errorMessage: string,
-): void {
-  database
-    .prepare(
-      `UPDATE stalker_runs
-      SET scanned_asins = ?,
-          source_asins_with_matches = ?,
-          candidate_sellers = ?,
-          qualifying_sellers = ?,
-          matched_sellers = ?,
-          seller_metadata_requests = ?,
-          seller_storefront_requests = ?,
-          inventory_sellability_checked_asins = ?,
-          inventory_sellability_available_asins = ?,
-          inventory_sellability_excluded_asins = ?,
-          persisted_inventory_asins = ?,
-          status = 'failed',
-          error_message = ?,
-          completed_at = ?
-      WHERE id = ?`,
-    )
-    .run(
-      stats.scannedAsins,
-      stats.sourceAsinsWithMatches,
-      stats.candidateSellers,
-      stats.qualifyingSellers,
-      stats.matchedSellers,
-      stats.sellerMetadataRequests,
-      stats.sellerStorefrontRequests,
-      stats.inventorySellabilityCheckedAsins,
-      stats.inventorySellabilityAvailableAsins,
-      stats.inventorySellabilityExcludedAsins,
-      stats.persistedInventoryAsins,
+): Promise<void> {
+  await db
+    .update(stalkerRuns)
+    .set({
+      scannedAsins: stats.scannedAsins,
+      sourceAsinsWithMatches: stats.sourceAsinsWithMatches,
+      candidateSellers: stats.candidateSellers,
+      qualifyingSellers: stats.qualifyingSellers,
+      matchedSellers: stats.matchedSellers,
+      sellerMetadataRequests: stats.sellerMetadataRequests,
+      sellerStorefrontRequests: stats.sellerStorefrontRequests,
+      inventorySellabilityCheckedAsins: stats.inventorySellabilityCheckedAsins,
+      inventorySellabilityAvailableAsins:
+        stats.inventorySellabilityAvailableAsins,
+      inventorySellabilityExcludedAsins: stats.inventorySellabilityExcludedAsins,
+      persistedInventoryAsins: stats.persistedInventoryAsins,
+      status: "failed",
      errorMessage,
-      new Date().toISOString(),
-      runId,
-    );
+      completedAt: new Date(),
+    })
+    .where(eq(stalkerRuns.id, runId));
 }

-function finishStalkerAnalysisRun(
-  database: Database,
+async function finishStalkerAnalysisRun(
  runId: number,
  status: "completed" | "failed",
  errorMessage: string | null = null,
-): void {
-  const stats = database
-    .query(
-      `SELECT
+): Promise<void> {
+  const [stats] = await db.execute(
+    sql<{
+      total: string;
+      fba: string | null;
+      fbm: string | null;
+      skip: string | null;
+    }>`SELECT
        COUNT(*) AS total,
        SUM(CASE WHEN verdict = 'FBA' THEN 1 ELSE 0 END) AS fba,
        SUM(CASE WHEN verdict = 'FBM' THEN 1 ELSE 0 END) AS fbm,
        SUM(CASE WHEN verdict = 'SKIP' THEN 1 ELSE 0 END) AS skip
-      FROM product_analysis_results
-      WHERE run_id = ?`,
-    )
-    .get(runId) as {
-    total: number;
-    fba: number | null;
-    fbm: number | null;
-    skip: number | null;
-  };
+      FROM category_product_results
+      WHERE run_id = ${runId}`,
+  );

-  database
-    .prepare(
-      `UPDATE category_analysis_runs
-       SET top_asins_checked = ?,
-           available_asins = ?,
-           fba_count = ?,
-           fbm_count = ?,
-           skip_count = ?,
-           status = ?,
-           error_message = ?
-       WHERE id = ?`,
-    )
-    .run(
-      stats.total ?? 0,
-      stats.total ?? 0,
-      stats.fba ?? 0,
-      stats.fbm ?? 0,
-      stats.skip ?? 0,
+  await db
+    .update(runs)
+    .set({
+      topAsinsChecked: Number(stats?.total ?? 0),
+      availableAsins: Number(stats?.total ?? 0),
+      fbaCount: Number(stats?.fba ?? 0),
+      fbmCount: Number(stats?.fbm ?? 0),
+      skipCount: Number(stats?.skip ?? 0),
      status,
      errorMessage,
-      runId,
-    );
+      completedAt: new Date(),
+    })
+    .where(eq(runs.id, runId));
 }

 function normalizeSellerResponse(
@@ -1492,7 +1441,6 @@ function collectPersistedInventoryAsins(result: StalkerAsinResult): string[] {
 }

 async function runSellableAnalysisChild(
-  dbPath: string,
  stalkerRunId: number,
  analysisRunId: number,
  asins: string[],
@@ -1502,8 +1450,6 @@ async function runSellableAnalysisChild(
    "bun",
    "run",
    "src/stalker-analyze.ts",
-    "--db",
-    dbPath,
    "--stalker-run-id",
    String(stalkerRunId),
    "--analysis-run-id",
@@ -1660,8 +1606,5 @@ if (import.meta.main) {
    .catch((error) => {
      console.error(error instanceof Error ? error.message : String(error));
      process.exitCode = 1;
-    })
-    .finally(() => {
-      closeDb();
    });
 }
--- a/src/top-monthly-sold-by-category.test.ts
+++ b/src/top-monthly-sold-by-category.test.ts
@@ -1,8 +1,41 @@
-import { test, expect, beforeAll, afterAll, beforeEach, mock } from "bun:test";
-import { Database } from "bun:sqlite";
-import { getDb, initDb, closeDb } from "./database.ts";
-import path from "node:path";
-import { rmSync, mkdirSync } from "node:fs";
+import { test, expect, beforeEach, mock } from "bun:test";
+
+let nextId = 0;
+
+function chainable(resolveWith: any[] = []): any {
+  const p: any = Promise.resolve(resolveWith);
+  p.limit = (_n: any) => chainable(resolveWith);
+  p.where = (_cond: any) => chainable(resolveWith);
+  p.from = (_table: any) => chainable(resolveWith);
+  return p;
+}
+
+const makeMockDb = (): any => ({
+  insert: (_table: any) => ({
+    values: (_vals: any) => ({
+      returning: (_sel: any) => Promise.resolve([{ id: ++nextId }]),
+      onConflictDoUpdate: (_conf: any) => Promise.resolve([]),
+    }),
+  }),
+  update: (_table: any) => ({
+    set: (_vals: any) => ({
+      where: (_cond: any) => Promise.resolve([]),
+    }),
+  }),
+  select: (_sel?: any) => ({
+    from: (_table: any) => ({
+      where: (_cond: any) => chainable(),
+      limit: (_n: any) => chainable(),
+    }),
+  }),
+  selectDistinct: (_sel: any) => ({
+    from: (_table: any) => chainable(),
+  }),
+  execute: (_query: any) => Promise.resolve([]),
+  transaction: async (fn: (tx: any) => Promise<any>) => fn(makeMockDb()),
+});
+
+mock.module("./db/index.ts", () => ({ db: makeMockDb(), client: {} }));

 const fetchSellabilityBatchMock = mock(async (asins: string[]) => {
  return new Map<string, any>(
@@ -60,51 +93,23 @@ mock.module("./llm.ts", () => ({

 const modulePromise = import("./top-monthly-sold-by-category.ts");

-const DB_TEST_PATH = path.join(
-  process.cwd(),
-  "test_output",
-  "test_monthly_sold_analysis.sqlite",
-);
-
-let db: Database;
 let processCategory: (
-  db: Database,
  runId: number,
  category: any,
  perCategoryTop: number,
  categoryCandidatePool: number,
  minMonthlySold: number,
 ) => Promise<any>;
-let insertCategoryRunSummary: (
-  db: Database,
-  summary: any,
-  runTimestamp: string,
-) => Promise<number>;
+let insertCategoryRunSummary: (summary: any, runTimestamp: string) => Promise<number>;
 let originalFetch: typeof globalThis.fetch;

-beforeAll(async () => {
-  const mod = await modulePromise;
-  processCategory = mod.processCategory;
-  insertCategoryRunSummary = mod.insertCategoryRunSummary;
-
-  rmSync(path.dirname(DB_TEST_PATH), { recursive: true, force: true });
-  mkdirSync(path.dirname(DB_TEST_PATH), { recursive: true });
-  initDb(DB_TEST_PATH);
-  db = getDb(DB_TEST_PATH);
-
-  originalFetch = globalThis.fetch;
-});
-
-afterAll(() => {
-  globalThis.fetch = originalFetch;
-  closeDb();
-  rmSync(path.dirname(DB_TEST_PATH), { recursive: true, force: true });
-});
+const mod = await modulePromise;
+processCategory = mod.processCategory;
+insertCategoryRunSummary = mod.insertCategoryRunSummary;
+originalFetch = globalThis.fetch;

 beforeEach(() => {
-  db.run("DELETE FROM product_analysis_results");
-  db.run("DELETE FROM category_analysis_runs");
-
+  nextId = 0;
  globalThis.fetch = mock(async (input: string | URL | Request) => {
    const rawUrl =
      typeof input === "string"
@@ -140,25 +145,8 @@ beforeEach(() => {
              monthlySold: 600,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  1000,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  2,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  2599,
+                  null, null, null, 1000, null, null, null, null, null, null, null, 2,
+                  null, null, null, null, null, null, 2599,
                ],
                avg: [2400, null, null, 1200],
              },
@@ -171,25 +159,8 @@ beforeEach(() => {
              monthlySold: 250,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  2000,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  3,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  1999,
+                  null, null, null, 2000, null, null, null, null, null, null, null, 3,
+                  null, null, null, null, null, null, 1999,
                ],
                avg: [1800, null, null, 2200],
              },
@@ -202,25 +173,8 @@ beforeEach(() => {
              monthlySold: 800,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  1500,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  1,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  2099,
+                  null, null, null, 1500, null, null, null, null, null, null, null, 1,
+                  null, null, null, null, null, null, 2099,
                ],
                avg: [2000, null, null, 1800],
              },
@@ -233,25 +187,8 @@ beforeEach(() => {
              monthlySold: 400,
              stats: {
                current: [
-                  null,
-                  null,
-                  null,
-                  3000,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  4,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  null,
-                  2899,
+                  null, null, null, 3000, null, null, null, null, null, null, null, 4,
+                  null, null, null, null, null, null, 2899,
                ],
                avg: [2600, null, null, 2800],
              },
@@ -279,7 +216,6 @@ test("processCategory filters to sellable ASINs with monthly sold >= threshold a
  };

  const runId = await insertCategoryRunSummary(
-    db,
    {
      categoryId: mockCategory.id,
      categoryLabel: mockCategory.label,
@@ -295,22 +231,16 @@ test("processCategory filters to sellable ASINs with monthly sold >= threshold a
    new Date().toISOString(),
  );

-  const summary = await processCategory(db, runId, mockCategory, 2, 4, 300);
+  const summary = await processCategory(runId, mockCategory, 2, 4, 300);

  expect(summary.status).toBe("ok");
  expect(summary.topAsinsChecked).toBe(4);
  expect(summary.availableAsins).toBe(2);
  expect(summary.results?.length).toBe(2);

-  const productResults = db
-    .query(
-      "SELECT asin, monthly_sold FROM product_analysis_results ORDER BY monthly_sold DESC",
-    )
-    .all() as Array<{ asin: string; monthly_sold: number }>;
+  const asins = summary.results?.map((r: any) => r.product.record.asin) ?? [];
+  expect(asins).toContain("B000000001");
+  expect(asins).toContain("B000000004");

-  expect(productResults.length).toBe(2);
-  expect(productResults[0]?.asin).toBe("B000000001");
-  expect(productResults[0]?.monthly_sold).toBe(600);
-  expect(productResults[1]?.asin).toBe("B000000004");
-  expect(productResults[1]?.monthly_sold).toBe(400);
+  globalThis.fetch = originalFetch;
 });
--- a/src/top-monthly-sold-by-category.ts
+++ b/src/top-monthly-sold-by-category.ts
@@ -1,6 +1,8 @@
 import { existsSync, mkdirSync, readFileSync } from "node:fs";
 import path from "node:path";
-import { type Database, getDb, initDb } from "./database.ts";
+import { db } from "./db/index.ts";
+import { runs, categoryProductResults } from "./db/schema.ts";
+import { eq, sql } from "drizzle-orm";
 import { config } from "./config.ts";
 import { analyzeProducts } from "./llm.ts";
 import { fetchSellabilityBatch, fetchSpApiPricingAndFees } from "./sp-api.ts";
@@ -171,36 +173,32 @@ function printUsageAndExit(message: string): never {
 }

 export async function insertCategoryRunSummary(
-  db: Database,
  summary: CategoryRunSummary,
  runTimestamp: string,
 ): Promise<number> {
-  const query = `
-    INSERT INTO category_analysis_runs (
-      category_id, category_label, run_timestamp,
-      top_asins_checked, available_asins,
-      fba_count, fbm_count, skip_count,
-      status, error_message
-    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?);
-  `;
-  const result = db.run(query, [
-    summary.categoryId,
-    summary.categoryLabel,
-    runTimestamp,
-    summary.topAsinsChecked,
-    summary.availableAsins,
-    summary.fba,
-    summary.fbm,
-    summary.skip,
-    summary.status,
-    summary.error,
-  ]);
-  // Bun's SQLite client returns { changes: number, lastInsertRowid: number | bigint }
-  return Number(result.lastInsertRowid);
+  const [row] = await db
+    .insert(runs)
+    .values({
+      type: "category_analysis",
+      status: (summary.status as typeof runs.$inferInsert.status) ?? "running",
+      categoryId: summary.categoryId,
+      categoryLabel: summary.categoryLabel,
+      topAsinsChecked: summary.topAsinsChecked,
+      availableAsins: summary.availableAsins,
+      totalProducts: summary.topAsinsChecked,
+      fbaCount: summary.fba,
+      fbmCount: summary.fbm,
+      skipCount: summary.skip,
+      errorMessage: summary.error || null,
+      startedAt: new Date(runTimestamp),
+    })
+    .returning({ id: runs.id });
+
+  if (!row) throw new Error("Failed to insert category run.");
+  return row.id;
 }

 export async function updateCategoryRunSummary(
-  db: Database,
  runId: number,
  summary: Pick<
    CategoryRunSummary,
@@ -213,136 +211,110 @@ export async function updateCategoryRunSummary(
    | "error"
  >,
 ): Promise<void> {
-  db.run(
-    `
-      UPDATE category_analysis_runs
-      SET
-        top_asins_checked = ?,
-        available_asins = ?,
-        fba_count = ?,
-        fbm_count = ?,
-        skip_count = ?,
-        status = ?,
-        error_message = ?
-      WHERE id = ?
-    `,
-    [
-      summary.topAsinsChecked,
-      summary.availableAsins,
-      summary.fba,
-      summary.fbm,
-      summary.skip,
-      summary.status,
-      summary.error,
-      runId,
-    ],
-  );
+  await db
+    .update(runs)
+    .set({
+      topAsinsChecked: summary.topAsinsChecked,
+      availableAsins: summary.availableAsins,
+      totalProducts: summary.topAsinsChecked,
+      fbaCount: summary.fba,
+      fbmCount: summary.fbm,
+      skipCount: summary.skip,
+      status: summary.status as typeof runs.$inferInsert.status,
+      errorMessage: summary.error || null,
+      ...(summary.status !== "running" ? { completedAt: new Date() } : {}),
+    })
+    .where(eq(runs.id, runId));
 }

 export async function insertProductAnalysisResults(
-  db: Database,
  runId: number,
  results: AnalysisResult[],
 ): Promise<void> {
-  if (results.length === 0) {
-    return;
-  }
+  if (results.length === 0) return;

-  const insertStmt = db.prepare(`
-    INSERT INTO product_analysis_results (
-      asin, run_id, name, brand, category, unit_cost,
-      current_price, avg_price_90d, avg_price_90d_sheet,
-      selling_price_sheet, sales_rank, sales_rank_avg_90d,
-      seller_count, amazon_is_seller, amazon_buybox_share_pct_90d,
-      monthly_sold, rank_drops_30d, rank_drops_90d,
-      fba_fee, fbm_fee, referral_percent, can_sell,
-      sellability_status, sellability_reason,
-      verdict, confidence, reasoning, fetched_at
-    ) VALUES (
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?
-    )
-    ON CONFLICT(asin) DO UPDATE SET
-      run_id = excluded.run_id,
-      name = excluded.name,
-      brand = excluded.brand,
-      category = excluded.category,
-      unit_cost = excluded.unit_cost,
-      current_price = excluded.current_price,
-      avg_price_90d = excluded.avg_price_90d,
-      avg_price_90d_sheet = excluded.avg_price_90d_sheet,
-      selling_price_sheet = excluded.selling_price_sheet,
-      sales_rank = excluded.sales_rank,
-      sales_rank_avg_90d = excluded.sales_rank_avg_90d,
-      seller_count = excluded.seller_count,
-      amazon_is_seller = excluded.amazon_is_seller,
-      amazon_buybox_share_pct_90d = excluded.amazon_buybox_share_pct_90d,
-      monthly_sold = excluded.monthly_sold,
-      rank_drops_30d = excluded.rank_drops_30d,
-      rank_drops_90d = excluded.rank_drops_90d,
-      fba_fee = excluded.fba_fee,
-      fbm_fee = excluded.fbm_fee,
-      referral_percent = excluded.referral_percent,
-      can_sell = excluded.can_sell,
-      sellability_status = excluded.sellability_status,
-      sellability_reason = excluded.sellability_reason,
-      verdict = excluded.verdict,
-      confidence = excluded.confidence,
-      reasoning = excluded.reasoning,
-      fetched_at = excluded.fetched_at;
-  `);
+  const rows = results.map((r) => {
+    const price =
+      r.product.keepa?.currentPrice ??
+      r.product.record.sellingPriceFromSheet ??
+      r.product.spApi.estimatedSalePrice;
+    const rank = r.product.keepa?.salesRank ?? r.product.record.amazonRank;

-  db.transaction((resultsBatch: AnalysisResult[]) => {
-    for (const r of resultsBatch) {
-      const price =
-        r.product.keepa?.currentPrice ??
-        r.product.record.sellingPriceFromSheet ??
-        r.product.spApi.estimatedSalePrice;
-      const rank = r.product.keepa?.salesRank ?? r.product.record.amazonRank;
-
-      insertStmt.run(
-        r.product.record.asin,
-        runId,
-        r.product.record.name,
-        r.product.record.brand ?? null,
+    return {
+      asin: r.product.record.asin,
+      runId,
+      name: r.product.record.name,
+      brand: r.product.record.brand ?? null,
+      category:
        r.product.record.category ??
-          r.product.keepa?.categoryTree?.join(" > ") ??
-          null,
-        r.product.record.unitCost ?? null,
-        price ?? null,
-        r.product.keepa?.avgPrice90 ?? null,
-        r.product.record.avgPrice90FromSheet ?? null,
-        r.product.record.sellingPriceFromSheet ?? null,
-        rank ?? null,
-        r.product.keepa?.salesRankAvg90 ?? null,
-        r.product.keepa?.sellerCount ?? null,
-        r.product.keepa?.amazonIsSeller == null
-          ? null
-          : r.product.keepa.amazonIsSeller
-            ? 1
-            : 0,
-        r.product.keepa?.amazonBuyboxSharePct90d ?? null,
-        r.product.keepa?.monthlySold ?? null,
-        r.product.keepa?.salesRankDrops30 ?? null,
-        r.product.keepa?.salesRankDrops90 ?? null,
-        r.product.spApi.fbaFee ?? null,
-        r.product.spApi.fbmFee ?? null,
-        r.product.spApi.referralFeePercent ?? null,
+        r.product.keepa?.categoryTree?.join(" > ") ??
+        null,
+      unitCost: r.product.record.unitCost ?? null,
+      currentPrice: price ?? null,
+      avgPrice90d: r.product.keepa?.avgPrice90 ?? null,
+      avgPrice90dSheet: r.product.record.avgPrice90FromSheet ?? null,
+      sellingPriceSheet: r.product.record.sellingPriceFromSheet ?? null,
+      salesRank: rank ?? null,
+      salesRankAvg90d: r.product.keepa?.salesRankAvg90 ?? null,
+      sellerCount: r.product.keepa?.sellerCount ?? null,
+      amazonIsSeller: r.product.keepa?.amazonIsSeller ?? null,
+      amazonBuyboxSharePct90d: r.product.keepa?.amazonBuyboxSharePct90d ?? null,
+      monthlySold: r.product.keepa?.monthlySold ?? null,
+      rankDrops30d: r.product.keepa?.salesRankDrops30 ?? null,
+      rankDrops90d: r.product.keepa?.salesRankDrops90 ?? null,
+      fbaFee: r.product.spApi.fbaFee ?? null,
+      fbmFee: r.product.spApi.fbmFee ?? null,
+      referralPercent: r.product.spApi.referralFeePercent ?? null,
+      canSell:
        r.product.spApi.canSell == null
          ? "unknown"
          : r.product.spApi.canSell
            ? "yes"
            : "no",
-        r.product.spApi.sellabilityStatus ?? null,
-        r.product.spApi.sellabilityReason ?? null,
-        r.verdict.verdict,
-        r.verdict.confidence,
-        r.verdict.reasoning ?? null,
-        r.product.fetchedAt,
-      );
-    }
-  })(results); // Execute the transaction with the results batch
+      sellabilityStatus: r.product.spApi.sellabilityStatus ?? null,
+      sellabilityReason: r.product.spApi.sellabilityReason ?? null,
+      verdict: r.verdict.verdict,
+      confidence: r.verdict.confidence,
+      reasoning: r.verdict.reasoning ?? null,
+      fetchedAt: new Date(r.product.fetchedAt),
+    };
+  });
+
+  await db
+    .insert(categoryProductResults)
+    .values(rows)
+    .onConflictDoUpdate({
+      target: categoryProductResults.asin,
+      set: {
+        runId: sql`EXCLUDED.run_id`,
+        name: sql`EXCLUDED.name`,
+        brand: sql`EXCLUDED.brand`,
+        category: sql`EXCLUDED.category`,
+        unitCost: sql`EXCLUDED.unit_cost`,
+        currentPrice: sql`EXCLUDED.current_price`,
+        avgPrice90d: sql`EXCLUDED.avg_price_90d`,
+        avgPrice90dSheet: sql`EXCLUDED.avg_price_90d_sheet`,
+        sellingPriceSheet: sql`EXCLUDED.selling_price_sheet`,
+        salesRank: sql`EXCLUDED.sales_rank`,
+        salesRankAvg90d: sql`EXCLUDED.sales_rank_avg_90d`,
+        sellerCount: sql`EXCLUDED.seller_count`,
+        amazonIsSeller: sql`EXCLUDED.amazon_is_seller`,
+        amazonBuyboxSharePct90d: sql`EXCLUDED.amazon_buybox_share_pct_90d`,
+        monthlySold: sql`EXCLUDED.monthly_sold`,
+        rankDrops30d: sql`EXCLUDED.rank_drops_30d`,
+        rankDrops90d: sql`EXCLUDED.rank_drops_90d`,
+        fbaFee: sql`EXCLUDED.fba_fee`,
+        fbmFee: sql`EXCLUDED.fbm_fee`,
+        referralPercent: sql`EXCLUDED.referral_percent`,
+        canSell: sql`EXCLUDED.can_sell`,
+        sellabilityStatus: sql`EXCLUDED.sellability_status`,
+        sellabilityReason: sql`EXCLUDED.sellability_reason`,
+        verdict: sql`EXCLUDED.verdict`,
+        confidence: sql`EXCLUDED.confidence`,
+        reasoning: sql`EXCLUDED.reasoning`,
+        fetchedAt: sql`EXCLUDED.fetched_at`,
+      },
+    });
 }

 function loadCategoryBlacklist(filePath: string): Set<number> {
@@ -1067,7 +1039,6 @@ function buildEnrichedProducts(
 }

 export async function processCategory(
-  db: Database,
  runId: number,
  category: CategoryInfo,
  perCategoryTop: number,
@@ -1083,7 +1054,7 @@ export async function processCategory(
  );
  if (topAsins.length === 0) {
    log("info", "  Keepa returned no ASINs for this category.");
-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: 0,
      availableAsins: 0,
      fba: 0,
@@ -1127,7 +1098,7 @@ export async function processCategory(
    `  Sellable ASINs: ${availableAsins.length}/${uniqueTopAsins.length}`,
  );
  if (availableAsins.length === 0) {
-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: uniqueTopAsins.length,
      availableAsins: 0,
      fba: 0,
@@ -1164,7 +1135,7 @@ export async function processCategory(
  );

  if (selectedAsins.length === 0) {
-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: uniqueTopAsins.length,
      availableAsins: 0,
      fba: 0,
@@ -1231,7 +1202,7 @@ export async function processCategory(
      },
    }));

-    await insertProductAnalysisResults(db, runId, batchResults);
+    await insertProductAnalysisResults(runId, batchResults);

    for (const result of batchResults) {
      results.push(result);
@@ -1244,7 +1215,7 @@ export async function processCategory(
      }
    }

-    await updateCategoryRunSummary(db, runId, {
+    await updateCategoryRunSummary(runId, {
      topAsinsChecked: uniqueTopAsins.length,
      availableAsins: selectedAsins.length,
      fba,
@@ -1264,7 +1235,7 @@ export async function processCategory(
    }
  }

-  await updateCategoryRunSummary(db, runId, {
+  await updateCategoryRunSummary(runId, {
    topAsinsChecked: uniqueTopAsins.length,
    availableAsins: selectedAsins.length,
    fba,
@@ -1293,10 +1264,6 @@ export async function main(): Promise<void> {
  assertSpApiPrerequisites();

  mkdirSync(args.outputDir, { recursive: true });
-  const DB_PATH =
-    process.env.RESULTS_DB_PATH || path.join(process.cwd(), "db", "results.db");
-  initDb(DB_PATH);
-  const db = getDb(DB_PATH);

  log("info", "Starting per-category monthly-sold pipeline");
  log("info", `Marketplace: ${config.spApiMarketplaceId}`);
@@ -1333,7 +1300,6 @@ export async function main(): Promise<void> {
    let runId: number | undefined;
    try {
      runId = await insertCategoryRunSummary(
-        db,
        {
          categoryId: category.id,
          categoryLabel: category.label,
@@ -1350,7 +1316,6 @@ export async function main(): Promise<void> {
      );

      categorySummary = await processCategory(
-        db,
        runId,
        category,
        args.perCategoryTop,
@@ -1382,7 +1347,7 @@ export async function main(): Promise<void> {
        results: [],
      };
      if (runId) {
-        await updateCategoryRunSummary(db, runId, {
+        await updateCategoryRunSummary(runId, {
          topAsinsChecked: 0,
          availableAsins: 0,
          fba: 0,
--- a/src/upc-file-analysis.ts
+++ b/src/upc-file-analysis.ts
@@ -15,7 +15,6 @@ import {
  startRunInDb,
  type RunCounts,
 } from "./writer.ts";
-import { initDb, closeDb } from "./database.ts";
 import { connectCache, disconnectCache } from "./cache.ts";
 import { scoreSupplierProduct, resolveSupplierSalePrice } from "./supplier-scoring.ts";
 import {
@@ -31,7 +30,6 @@ import type {
  UpcLookupDetail,
 } from "./types.ts";

-const DB_PATH = process.env.RESULTS_DB_PATH || path.join("db", "results.db");
 const DEFAULT_INPUT_BATCH_SIZE = 200;
 const DEFAULT_UPC_LOOKUP_BATCH_SIZE = 100;
 const DEFAULT_PRICING_CONCURRENCY = 5;
@@ -48,7 +46,6 @@ export type UpcFileAnalysisOptions = {

 export type UpcFileAnalysisSummary = {
  runId: number;
-  dbPath: string;
  inputFile: string;
  outputFile?: string;
  processedRows: number;
@@ -339,7 +336,6 @@ function summarizeSupplierResults(
 export async function runUpcFileAnalysis(
  options: UpcFileAnalysisOptions,
 ): Promise<UpcFileAnalysisSummary> {
-  const dbPath = options.dbPath ?? DB_PATH;
  const inputBatchSize = Math.max(
    1,
    options.inputBatchSize ?? DEFAULT_INPUT_BATCH_SIZE,
@@ -355,8 +351,6 @@ export async function runUpcFileAnalysis(
  if (manageResources) {
    console.log("Connecting to Redis...");
    await connectCache();
-    console.log("Initializing SQLite database...");
-    initDb(dbPath);
  }

  const unresolvedByStatus = createStatusCounter();
@@ -365,7 +359,7 @@ export async function runUpcFileAnalysis(
  let processedRows = 0;
  let matchedRows = 0;

-  const runId = startRunInDb(dbPath, options.inputFile, outputFile);
+  const runId = await startRunInDb(options.inputFile, outputFile);

  try {
    const readerSummary = await processUpcFileInBatches(
@@ -481,7 +475,7 @@ export async function runUpcFileAnalysis(
          }
        }

-        appendSupplierResultsToRun(dbPath, runId, batchResults);
+        await appendSupplierResultsToRun(runId, batchResults);
        allResults.push(...batchResults);
      },
      {
@@ -490,7 +484,7 @@ export async function runUpcFileAnalysis(
      },
    );

-    const runCounts = refreshRunCountsInDb(dbPath, runId);
+    const runCounts = await refreshRunCountsInDb(runId);

    const exportSummary = summarizeSupplierResults(allResults, unresolvedByStatus);
    await writeSupplierWorkbook(outputFile, allResults, exportSummary);
@@ -522,7 +516,6 @@ export async function runUpcFileAnalysis(

    return {
      runId,
-      dbPath,
      inputFile: options.inputFile,
      outputFile,
      processedRows,
@@ -540,7 +533,6 @@ export async function runUpcFileAnalysis(
  } finally {
    if (manageResources) {
      await disconnectCache();
-      closeDb();
    }
  }
 }
--- a/src/writer.ts
+++ b/src/writer.ts
@@ -1,4 +1,6 @@
-import { getDb } from "./database.ts";
+import { db } from "./db/index.ts";
+import { runs, analysisResults } from "./db/schema.ts";
+import { eq, sql } from "drizzle-orm";
 import type { AnalysisResult, SupplierAnalysisResult } from "./types.ts";
 import { mkdirSync } from "node:fs";
 import path from "node:path";
@@ -84,16 +86,15 @@ function buildRow(r: AnalysisResult) {
  };
 }

-export function writeResultsToDb(
+export async function writeResultsToDb(
  results: AnalysisResult[],
-  dbPath: string,
  inputFile: string,
  outputFile: string | undefined,
-): void {
+): Promise<void> {
  const runCounts = computeRunCountsFromResults(results);
-  const runId = startRunInDb(dbPath, inputFile, outputFile, runCounts);
-  appendResultsToRun(dbPath, runId, results);
-  console.log(`Results written to SQLite database for run_id: ${runId}`);
+  const runId = await startRunInDb(inputFile, outputFile, runCounts);
+  await appendResultsToRun(runId, results);
+  console.log(`Results written to database for run_id: ${runId}`);
 }

 export function writeResultsWorkbook(
@@ -112,8 +113,7 @@ export function writeResultsWorkbook(
  console.log(`Results workbook written: ${outputFile}`);
 }

-export function startRunInDb(
-  dbPath: string,
+export async function startRunInDb(
  inputFile: string,
  outputFile: string | undefined,
  counts: RunCounts = {
@@ -122,244 +122,181 @@ export function startRunInDb(
    fbmCount: 0,
    skipCount: 0,
  },
-): number {
-  const database = getDb(dbPath);
-  const timestamp = new Date().toISOString();
+): Promise<number> {
+  const [row] = await db
+    .insert(runs)
+    .values({
+      type: "lead_analysis",
+      inputFile,
+      outputFile: outputFile ?? null,
+      status: "ok",
+      totalProducts: counts.totalProducts,
+      fbaCount: counts.fbaCount,
+      fbmCount: counts.fbmCount,
+      skipCount: counts.skipCount,
+      startedAt: new Date(),
+      completedAt: new Date(),
+    })
+    .returning({ id: runs.id });

-  const insertRun = database.prepare(
-    `INSERT INTO runs (
-      timestamp,
-      input_file,
-      output_file,
-      total_products,
-      fba_count,
-      fbm_count,
-      skip_count
-    ) VALUES (?, ?, ?, ?, ?, ?, ?)`,
-  );
-
-  const runInfo = insertRun.run(
-    timestamp,
-    inputFile,
-    outputFile ?? null,
-    counts.totalProducts,
-    counts.fbaCount,
-    counts.fbmCount,
-    counts.skipCount,
-  );
-
-  const runId =
-    (runInfo.changes as number) > 0
-      ? (runInfo.lastInsertRowid as number)
-      : null;
-
-  if (runId === null) {
-    throw new Error("Failed to insert run record into SQLite.");
-  }
-
-  return runId;
+  if (!row) throw new Error("Failed to insert run record.");
+  return row.id;
 }

-export function appendResultsToRun(
-  dbPath: string,
+export async function appendResultsToRun(
  runId: number,
  results: AnalysisResult[],
-): void {
-  if (results.length === 0) {
-    return;
-  }
+): Promise<void> {
+  if (results.length === 0) return;

-  const database = getDb(dbPath);
-  const insertResult = database.prepare(
-    `INSERT INTO results (
-      run_id, asin, product_name, brand, category, unit_cost, current_price,
-      avg_price_90d, avg_price_90d_sheet, selling_price_sheet, sales_rank, rank_avg_90d,
-      sellers, amazon_is_seller, amazon_buybox_share_pct_90d,
-      monthly_sold, rank_drops_30d, rank_drops_90d, fba_net_sheet,
-      gross_profit_dollar, gross_profit_pct, net_profit_sheet, roi_sheet, moq, moq_cost,
-      qty_available, supplier, source_url, asin_link, promo_coupon_code, notes, lead_date,
-      fba_fee, fbm_fee, referral_percent, can_sell, sellability_status, sellability_reason,
-      verdict, confidence, reasoning, fetched_at
-    ) VALUES (
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?
-    )`,
-  );
-
-  database.transaction(() => {
-    for (const r of results) {
-      const row = buildRow(r);
-      insertResult.run(
-        runId,
-        row.ASIN,
-        row.Name,
-        row.Brand,
-        row.Category,
-        row["Unit Cost"] ?? null,
-        row["Current Price"] ?? null,
-        row["Avg Price 90d"] ?? null,
-        row["Avg Price 90d (sheet)"] ?? null,
-        row["Selling Price (sheet)"] ?? null,
-        row["Sales Rank"] ?? null,
-        row["Rank Avg 90d"] ?? null,
-        row.Sellers ?? null,
+  const rows = results.map((r) => {
+    const row = buildRow(r);
+    return {
+      runId,
+      asin: row.ASIN,
+      productName: row.Name || null,
+      brand: row.Brand || null,
+      category: row.Category || null,
+      unitCost: (row["Unit Cost"] as number) ?? null,
+      currentPrice: (row["Current Price"] as number) || null,
+      avgPrice90d: (row["Avg Price 90d"] as number) || null,
+      avgPrice90dSheet: (row["Avg Price 90d (sheet)"] as number) || null,
+      sellingPriceSheet: (row["Selling Price (sheet)"] as number) || null,
+      salesRank: (row["Sales Rank"] as number) || null,
+      rankAvg90d: (row["Rank Avg 90d"] as number) || null,
+      sellerCount: (row.Sellers as number) || null,
+      amazonIsSeller:
        row["Amazon Is Seller"] == null
          ? null
-          : row["Amazon Is Seller"]
-            ? 1
-            : 0,
-        row["Amazon Buy Box Share 90d %"] ?? null,
-        row["Monthly Sold"] ?? null,
-        row["Rank Drops 30d"] ?? null,
-        row["Rank Drops 90d"] ?? null,
-        row["FBA Net (sheet)"] ?? null,
-        row["Gross Profit $"] ?? null,
-        row["Gross Profit %"] ?? null,
-        row["Net Profit (sheet)"] ?? null,
-        row["ROI (sheet)"] ?? null,
-        row.MOQ ?? null,
-        row["MOQ Cost"] ?? null,
-        row["Qty Available"] ?? null,
-        row.Supplier ?? null,
-        row["Source URL"] ?? null,
-        row["ASIN Link"] ?? null,
-        row["Promo/Coupon Code"] ?? null,
-        row.Notes ?? null,
-        row["Lead Date"] ?? null,
-        row["FBA Fee"] ?? null,
-        row["FBM Fee"] ?? null,
-        row["Referral %"] ?? null,
-        row["Can Sell"],
-        row.Sellability,
-        row["Sellability Reason"] ?? null,
-        row.Verdict,
-        row.Confidence ?? null,
-        row.Reasoning,
-        r.product.fetchedAt,
-      );
-    }
-  })();
+          : Boolean(row["Amazon Is Seller"]),
+      amazonBuyboxSharePct90d:
+        (row["Amazon Buy Box Share 90d %"] as number) || null,
+      monthlySold: (row["Monthly Sold"] as number) || null,
+      rankDrops30d: (row["Rank Drops 30d"] as number) || null,
+      rankDrops90d: (row["Rank Drops 90d"] as number) || null,
+      fbaNetSheet: (row["FBA Net (sheet)"] as number) || null,
+      grossProfitDollar: (row["Gross Profit $"] as number) || null,
+      grossProfitPct: (row["Gross Profit %"] as number) || null,
+      netProfitSheet: (row["Net Profit (sheet)"] as number) || null,
+      roiSheet: (row["ROI (sheet)"] as number) || null,
+      moq: (row.MOQ as number) || null,
+      moqCost: (row["MOQ Cost"] as number) || null,
+      qtyAvailable: (row["Qty Available"] as number) || null,
+      supplier: row.Supplier || null,
+      sourceUrl: row["Source URL"] || null,
+      asinLink: row["ASIN Link"] || null,
+      promoCouponCode: row["Promo/Coupon Code"] || null,
+      notes: row.Notes || null,
+      leadDate: row["Lead Date"] || null,
+      fbaFee: row["FBA Fee"] ?? null,
+      fbmFee: row["FBM Fee"] ?? null,
+      referralPercent: row["Referral %"] ?? null,
+      canSell: row["Can Sell"],
+      sellabilityStatus: row.Sellability,
+      sellabilityReason: row["Sellability Reason"] || null,
+      verdict: row.Verdict,
+      confidence: row.Confidence ?? null,
+      reasoning: row.Reasoning,
+      fetchedAt: new Date(r.product.fetchedAt),
+    };
+  });
+
+  await db.insert(analysisResults).values(rows);
 }

-export function appendSupplierResultsToRun(
-  dbPath: string,
+export async function appendSupplierResultsToRun(
  runId: number,
  results: SupplierAnalysisResult[],
-): void {
-  if (results.length === 0) {
-    return;
-  }
+): Promise<void> {
+  if (results.length === 0) return;

-  const database = getDb(dbPath);
-  const insertResult = database.prepare(
-    `INSERT INTO results (
-      run_id, asin, product_name, brand, category, unit_cost, current_price,
-      avg_price_90d, sales_rank, rank_avg_90d, sellers,
-      amazon_is_seller, amazon_buybox_share_pct_90d, monthly_sold,
-      rank_drops_30d, rank_drops_90d, upc, fba_fee, fbm_fee,
-      referral_percent, supplier_score, supplier_profit, supplier_margin,
-      supplier_roi, supplier_reason, upc_lookup_status, upc_lookup_reason,
-      candidate_asins, can_sell, sellability_status, sellability_reason,
-      verdict, confidence, reasoning, fetched_at
-    ) VALUES (
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?,
-      ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?
-    )`,
-  );
+  const rows = results.map((result) => {
+    const keepa = result.keepa;
+    const spApi = result.spApi;
+    const asin = result.lookup.asin ?? result.record.asin ?? result.upc;
+    const category =
+      result.record.category ?? keepa?.categoryTree?.join(" > ") ?? null;
+    const canSell =
+      spApi?.canSell == null ? null : spApi.canSell ? "yes" : "no";

-  database.transaction(() => {
-    for (const result of results) {
-      const keepa = result.keepa;
-      const spApi = result.spApi;
-      const asin = result.lookup.asin ?? result.record.asin ?? result.upc;
-      const category =
-        result.record.category ?? keepa?.categoryTree?.join(" > ") ?? null;
-      const canSell =
-        spApi?.canSell == null ? null : spApi.canSell ? "yes" : "no";
+    return {
+      runId,
+      asin,
+      productName: result.record.name,
+      brand: result.record.brand ?? null,
+      category,
+      unitCost: result.record.unitCost || null,
+      currentPrice: result.score.salePrice,
+      avgPrice90d: keepa?.avgPrice90 ?? null,
+      salesRank: keepa?.salesRank ?? null,
+      rankAvg90d: keepa?.salesRankAvg90 ?? null,
+      sellerCount: keepa?.sellerCount ?? null,
+      amazonIsSeller: keepa?.amazonIsSeller ?? null,
+      amazonBuyboxSharePct90d: keepa?.amazonBuyboxSharePct90d ?? null,
+      monthlySold: keepa?.monthlySold ?? null,
+      rankDrops30d: keepa?.salesRankDrops30 ?? null,
+      rankDrops90d: keepa?.salesRankDrops90 ?? null,
+      upc: result.upc,
+      fbaFee: result.score.fbaFee,
+      fbmFee: spApi?.fbmFee ?? null,
+      referralPercent: spApi?.referralFeePercent ?? null,
+      supplierScore: result.score.score,
+      supplierProfit: result.score.profit,
+      supplierMargin: result.score.margin,
+      supplierRoi: result.score.roi,
+      supplierReason: result.score.reason,
+      upcLookupStatus: result.lookup.status,
+      upcLookupReason: result.lookup.reason ?? null,
+      candidateAsins: result.lookup.candidateAsins.join(","),
+      canSell,
+      sellabilityStatus: spApi?.sellabilityStatus ?? null,
+      sellabilityReason: spApi?.sellabilityReason ?? null,
+      verdict: result.score.verdict,
+      confidence: result.score.score,
+      reasoning: result.score.reason,
+      fetchedAt: new Date(result.fetchedAt),
+    };
+  });

-      insertResult.run(
-        runId,
-        asin,
-        result.record.name,
-        result.record.brand ?? null,
-        category,
-        result.record.unitCost || null,
-        result.score.salePrice,
-        keepa?.avgPrice90 ?? null,
-        keepa?.salesRank ?? null,
-        keepa?.salesRankAvg90 ?? null,
-        keepa?.sellerCount ?? null,
-        keepa?.amazonIsSeller == null ? null : keepa.amazonIsSeller ? 1 : 0,
-        keepa?.amazonBuyboxSharePct90d ?? null,
-        keepa?.monthlySold ?? null,
-        keepa?.salesRankDrops30 ?? null,
-        keepa?.salesRankDrops90 ?? null,
-        result.upc,
-        result.score.fbaFee,
-        spApi?.fbmFee ?? null,
-        spApi?.referralFeePercent ?? null,
-        result.score.score,
-        result.score.profit,
-        result.score.margin,
-        result.score.roi,
-        result.score.reason,
-        result.lookup.status,
-        result.lookup.reason ?? null,
-        result.lookup.candidateAsins.join(","),
-        canSell,
-        spApi?.sellabilityStatus ?? null,
-        spApi?.sellabilityReason ?? null,
-        result.score.verdict,
-        Math.round(result.score.score),
-        result.score.reason,
-        result.fetchedAt,
-      );
-    }
-  })();
+  await db.insert(analysisResults).values(rows);
 }

-export function refreshRunCountsInDb(dbPath: string, runId: number): RunCounts {
-  const database = getDb(dbPath);
-  const stats = database
-    .query(
-      `SELECT
+export async function refreshRunCountsInDb(runId: number): Promise<RunCounts> {
+  const [stats] = await db.execute(
+    sql<{
+      total: string;
+      fba: string | null;
+      fbm: string | null;
+      skip: string | null;
+    }>`SELECT
        COUNT(*) AS total,
        SUM(CASE WHEN verdict = 'FBA' THEN 1 ELSE 0 END) AS fba,
        SUM(CASE WHEN verdict = 'FBM' THEN 1 ELSE 0 END) AS fbm,
        SUM(CASE WHEN verdict = 'SKIP' THEN 1 ELSE 0 END) AS skip
-      FROM results
-      WHERE run_id = ?`,
-    )
-    .get(runId) as {
-    total: number;
-    fba: number | null;
-    fbm: number | null;
-    skip: number | null;
-  };
+      FROM analysis_results
+      WHERE run_id = ${runId}`,
+  );

  const counts: RunCounts = {
-    totalProducts: stats.total ?? 0,
-    fbaCount: stats.fba ?? 0,
-    fbmCount: stats.fbm ?? 0,
-    skipCount: stats.skip ?? 0,
+    totalProducts: Number(stats?.total ?? 0),
+    fbaCount: Number(stats?.fba ?? 0),
+    fbmCount: Number(stats?.fbm ?? 0),
+    skipCount: Number(stats?.skip ?? 0),
  };

-  database
-    .query(
-      `UPDATE runs
-       SET total_products = ?, fba_count = ?, fbm_count = ?, skip_count = ?
-       WHERE id = ?`,
-    )
-    .run(
-      counts.totalProducts,
-      counts.fbaCount,
-      counts.fbmCount,
-      counts.skipCount,
-      runId,
-    );
+  await db
+    .update(runs)
+    .set({
+      totalProducts: counts.totalProducts,
+      fbaCount: counts.fbaCount,
+      fbmCount: counts.fbmCount,
+      skipCount: counts.skipCount,
+    })
+    .where(eq(runs.id, runId));

  return counts;
 }
+
 export function printResults(results: AnalysisResult[]): void {
  const rows = results
    .filter((r) => r.verdict.verdict === "FBA" || r.verdict.verdict === "FBM")