diff --git a/backend/package-lock.json b/backend/package-lock.json
index c3f0ecf..bb6c9e5 100644
--- a/backend/package-lock.json
+++ b/backend/package-lock.json
@@ -10,6 +10,7 @@
       "dependencies": {
         "@anthropic-ai/sdk": "^0.39.0",
         "@fastify/cors": "^10.0.0",
+        "@fastify/static": "^9.0.0",
         "airtable": "^0.12.2",
         "cheerio": "^1.0.0",
         "csv-parse": "^5.6.0",
@@ -494,6 +495,22 @@
         "node": ">=18"
       }
     },
+    "node_modules/@fastify/accept-negotiator": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/@fastify/accept-negotiator/-/accept-negotiator-2.0.1.tgz",
+      "integrity": "sha512-/c/TW2bO/v9JeEgoD/g1G5GxGeCF1Hafdf79WPmUlgYiBXummY0oX3VVq4yFkKKVBKDNlaDUYoab7g38RpPqCQ==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/fastify"
+        },
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/fastify"
+        }
+      ],
+      "license": "MIT"
+    },
     "node_modules/@fastify/ajv-compiler": {
       "version": "4.0.5",
       "resolved": "https://registry.npmjs.org/@fastify/ajv-compiler/-/ajv-compiler-4.0.5.tgz",
@@ -625,6 +642,83 @@
         "ipaddr.js": "^2.1.0"
       }
     },
+    "node_modules/@fastify/send": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/@fastify/send/-/send-4.1.0.tgz",
+      "integrity": "sha512-TMYeQLCBSy2TOFmV95hQWkiTYgC/SEx7vMdV+wnZVX4tt8VBLKzmH8vV9OzJehV0+XBfg+WxPMt5wp+JBUKsVw==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/fastify"
+        },
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/fastify"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "@lukeed/ms": "^2.0.2",
+        "escape-html": "~1.0.3",
+        "fast-decode-uri-component": "^1.0.1",
+        "http-errors": "^2.0.0",
+        "mime": "^3"
+      }
+    },
+    "node_modules/@fastify/static": {
+      "version": "9.0.0",
+      "resolved": "https://registry.npmjs.org/@fastify/static/-/static-9.0.0.tgz",
+      "integrity": "sha512-r64H8Woe/vfilg5RTy7lwWlE8ZZcTrc3kebYFMEUBrMqlydhQyoiExQXdYAy2REVpST/G35+stAM8WYp1WGmMA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/fastify"
+        },
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/fastify"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "@fastify/accept-negotiator": "^2.0.0",
+        "@fastify/send": "^4.0.0",
+        "content-disposition": "^1.0.1",
+        "fastify-plugin": "^5.0.0",
+        "fastq": "^1.17.1",
+        "glob": "^13.0.0"
+      }
+    },
+    "node_modules/@isaacs/balanced-match": {
+      "version": "4.0.1",
+      "resolved": "https://registry.npmjs.org/@isaacs/balanced-match/-/balanced-match-4.0.1.tgz",
+      "integrity": "sha512-yzMTt9lEb8Gv7zRioUilSglI0c0smZ9k5D65677DLWLtWJaXIS3CqcGyUFByYKlnUj6TkjLVs54fBl6+TiGQDQ==",
+      "license": "MIT",
+      "engines": {
+        "node": "20 || >=22"
+      }
+    },
+    "node_modules/@isaacs/brace-expansion": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/@isaacs/brace-expansion/-/brace-expansion-5.0.1.tgz",
+      "integrity": "sha512-WMz71T1JS624nWj2n2fnYAuPovhv7EUhk69R6i9dsVyzxt5eM3bjwvgk9L+APE1TRscGysAVMANkB0jh0LQZrQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@isaacs/balanced-match": "^4.0.1"
+      },
+      "engines": {
+        "node": "20 || >=22"
+      }
+    },
+    "node_modules/@lukeed/ms": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/@lukeed/ms/-/ms-2.0.2.tgz",
+      "integrity": "sha512-9I2Zn6+NJLfaGoz9jN3lpwDgAYvfGeNYdbAIjJOqzs4Tpc+VU3Jqq4IofSUBKajiDS8k9fZIg18/z13mpk1bsA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/@pinojs/redact": {
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/@pinojs/redact/-/redact-0.4.0.tgz",
@@ -839,6 +933,19 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/content-disposition": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-1.0.1.tgz",
+      "integrity": "sha512-oIXISMynqSqm241k6kcQ5UwttDILMK4BiurCfGEREw6+X9jkkpEe5T9FZaApyLGGOnFuyMWZpdolTXMtvEJ08Q==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/cookie": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/cookie/-/cookie-1.1.1.tgz",
@@ -895,6 +1002,15 @@
         "node": ">=0.4.0"
       }
     },
+    "node_modules/depd": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz",
+      "integrity": "sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/dequal": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/dequal/-/dequal-2.0.3.tgz",
@@ -1097,6 +1213,12 @@
         "@esbuild/win32-x64": "0.27.2"
       }
     },
+    "node_modules/escape-html": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/escape-html/-/escape-html-1.0.3.tgz",
+      "integrity": "sha512-NiSupZ4OeuGwr68lGIeym/ksIZMJodUGOSCZ/FSnTxcrekbvqrgdUxlJOMpijaKZVjAJrWrGs/6Jy8OMuyj9ow==",
+      "license": "MIT"
+    },
     "node_modules/event-target-shim": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/event-target-shim/-/event-target-shim-5.0.1.tgz",
@@ -1348,6 +1470,23 @@
         "url": "https://github.com/privatenumber/get-tsconfig?sponsor=1"
       }
     },
+    "node_modules/glob": {
+      "version": "13.0.2",
+      "resolved": "https://registry.npmjs.org/glob/-/glob-13.0.2.tgz",
+      "integrity": "sha512-035InabNu/c1lW0tzPhAgapKctblppqsKKG9ZaNzbr+gXwWMjXoiyGSyB9sArzrjG7jY+zntRq5ZSUYemrnWVQ==",
+      "license": "BlueOak-1.0.0",
+      "dependencies": {
+        "minimatch": "^10.1.2",
+        "minipass": "^7.1.2",
+        "path-scurry": "^2.0.0"
+      },
+      "engines": {
+        "node": "20 || >=22"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
+    },
     "node_modules/gopd": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/gopd/-/gopd-1.2.0.tgz",
@@ -1430,6 +1569,26 @@
         "url": "https://github.com/fb55/entities?sponsor=1"
       }
     },
+    "node_modules/http-errors": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/http-errors/-/http-errors-2.0.1.tgz",
+      "integrity": "sha512-4FbRdAX+bSdmo4AUFuS0WNiPz8NgFt+r8ThgNWmlrjQjt1Q7ZR9+zTlce2859x4KSXrwIsaeTqDoKQmtP8pLmQ==",
+      "license": "MIT",
+      "dependencies": {
+        "depd": "~2.0.0",
+        "inherits": "~2.0.4",
+        "setprototypeof": "~1.2.0",
+        "statuses": "~2.0.2",
+        "toidentifier": "~1.0.1"
+      },
+      "engines": {
+        "node": ">= 0.8"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/humanize-ms": {
       "version": "1.2.1",
       "resolved": "https://registry.npmjs.org/humanize-ms/-/humanize-ms-1.2.1.tgz",
@@ -1451,6 +1610,12 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/inherits": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/inherits/-/inherits-2.0.4.tgz",
+      "integrity": "sha512-k/vGaX4/Yla3WzyMCvTQOXYeIHvqOKtnqBduzTHpzpQZzAskKMhZ2K+EnBiSM9zGSoIFeMpXKxa4dYeZIQqewQ==",
+      "license": "ISC"
+    },
     "node_modules/ipaddr.js": {
       "version": "2.3.0",
       "resolved": "https://registry.npmjs.org/ipaddr.js/-/ipaddr.js-2.3.0.tgz",
@@ -1528,6 +1693,15 @@
       "integrity": "sha512-LgVTMpQtIopCi79SJeDiP0TfWi5CNEc/L/aRdTh3yIvmZXTnheWpKjSZhnvMl8iXbC1tFg9gdHHDMLoV7CnG+w==",
       "license": "MIT"
     },
+    "node_modules/lru-cache": {
+      "version": "11.2.6",
+      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-11.2.6.tgz",
+      "integrity": "sha512-ESL2CrkS/2wTPfuend7Zhkzo2u0daGJ/A2VucJOgQ/C48S/zB8MMeMHSGKYpXhIjbPxfuezITkaBH1wqv00DDQ==",
+      "license": "BlueOak-1.0.0",
+      "engines": {
+        "node": "20 || >=22"
+      }
+    },
     "node_modules/math-intrinsics": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/math-intrinsics/-/math-intrinsics-1.1.0.tgz",
@@ -1537,6 +1711,18 @@
         "node": ">= 0.4"
       }
     },
+    "node_modules/mime": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/mime/-/mime-3.0.0.tgz",
+      "integrity": "sha512-jSCU7/VB1loIWBZe14aEYHU/+1UMEHoaO7qxCOVJOw9GgH72VAWppxNcjU+x9a2k3GSIBXNKxXQFqRvvZ7vr3A==",
+      "license": "MIT",
+      "bin": {
+        "mime": "cli.js"
+      },
+      "engines": {
+        "node": ">=10.0.0"
+      }
+    },
     "node_modules/mime-db": {
       "version": "1.52.0",
       "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
@@ -1558,6 +1744,30 @@
         "node": ">= 0.6"
       }
     },
+    "node_modules/minimatch": {
+      "version": "10.1.2",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.1.2.tgz",
+      "integrity": "sha512-fu656aJ0n2kcXwsnwnv9g24tkU5uSmOlTjd6WyyaKm2Z+h1qmY6bAjrcaIxF/BslFqbZ8UBtbJi7KgQOZD2PTw==",
+      "license": "BlueOak-1.0.0",
+      "dependencies": {
+        "@isaacs/brace-expansion": "^5.0.1"
+      },
+      "engines": {
+        "node": "20 || >=22"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
+    },
+    "node_modules/minipass": {
+      "version": "7.1.2",
+      "resolved": "https://registry.npmjs.org/minipass/-/minipass-7.1.2.tgz",
+      "integrity": "sha512-qOOzS1cBTWYF4BH8fVePDBOO9iptMnGUEZwNc/cMWnTV2nVLZ7VoNWEPHkYczZA0pdoA7dl6e7FL659nX9S2aw==",
+      "license": "ISC",
+      "engines": {
+        "node": ">=16 || 14 >=14.17"
+      }
+    },
     "node_modules/mnemonist": {
       "version": "0.40.0",
       "resolved": "https://registry.npmjs.org/mnemonist/-/mnemonist-0.40.0.tgz",
@@ -1689,6 +1899,22 @@
         "url": "https://github.com/fb55/entities?sponsor=1"
       }
     },
+    "node_modules/path-scurry": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/path-scurry/-/path-scurry-2.0.1.tgz",
+      "integrity": "sha512-oWyT4gICAu+kaA7QWk/jvCHWarMKNs6pXOGWKDTr7cw4IGcUbW+PeTfbaQiLGheFRpjo6O9J0PmyMfQPjH71oA==",
+      "license": "BlueOak-1.0.0",
+      "dependencies": {
+        "lru-cache": "^11.0.0",
+        "minipass": "^7.1.2"
+      },
+      "engines": {
+        "node": "20 || >=22"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
+    },
     "node_modules/pino": {
       "version": "10.3.0",
       "resolved": "https://registry.npmjs.org/pino/-/pino-10.3.0.tgz",
@@ -1869,6 +2095,12 @@
       "integrity": "sha512-oeM1lpU/UvhTxw+g3cIfxXHyJRc/uidd3yK1P242gzHds0udQBYzs3y8j4gCCW+ZJ7ad0yctld8RYO+bdurlvw==",
       "license": "MIT"
     },
+    "node_modules/setprototypeof": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/setprototypeof/-/setprototypeof-1.2.0.tgz",
+      "integrity": "sha512-E5LDX7Wrp85Kil5bhZv46j8jOeboKq5JMmYM3gVGdGH8xFpPWXUMsNrlODCrkoxMEeNi/XZIwuRvY4XNwYMJpw==",
+      "license": "ISC"
+    },
     "node_modules/sonic-boom": {
       "version": "4.2.0",
       "resolved": "https://registry.npmjs.org/sonic-boom/-/sonic-boom-4.2.0.tgz",
@@ -1887,6 +2119,15 @@
         "node": ">= 10.x"
       }
     },
+    "node_modules/statuses": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.2.tgz",
+      "integrity": "sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/thread-stream": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/thread-stream/-/thread-stream-4.0.0.tgz",
@@ -1908,6 +2149,15 @@
         "node": ">=12"
       }
     },
+    "node_modules/toidentifier": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz",
+      "integrity": "sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.6"
+      }
+    },
     "node_modules/tr46": {
       "version": "0.0.3",
       "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
diff --git a/backend/src/routes/pipeline.ts b/backend/src/routes/pipeline.ts
index 5bedabf..3ff990b 100644
--- a/backend/src/routes/pipeline.ts
+++ b/backend/src/routes/pipeline.ts
@@ -5,7 +5,7 @@ import { fetchCsv } from '../services/csv-fetcher.js';
 import { fetchGitHub } from '../services/github-fetcher.js';
 import { fetchYC } from '../services/yc-fetcher.js';
 import { fetchJSearch } from '../services/jsearch-fetcher.js';
-import { fetchTheirStack } from '../services/theirstack-fetcher.js';
+import { fetchTheirStack, ASHBY_COMPANY_SLUGS } from '../services/theirstack-fetcher.js';
 import { scrapeJDs } from '../services/jd-scraper.js';
 import { processWithAI } from '../services/ai-processor.js';
 import { syncToAirtable } from '../services/airtable-sync.js';
@@ -98,6 +98,29 @@ export async function pipelineRoutes(app: FastifyInstance): Promise<void> {
       ? publishedWithinHoursVal
       : undefined;
 
+    // Validate company slugs for theirstack source
+    if (source === 'theirstack' && companies.length > 0) {
+      const validSlugs = new Set(ASHBY_COMPANY_SLUGS.map((s) => s.toLowerCase()));
+      const validCompanies = companies.filter((slug) => validSlugs.has(slug));
+      const invalidCompanies = companies.filter((slug) => !validSlugs.has(slug));
+
+      if (invalidCompanies.length > 0) {
+        log(
+          'system',
+          'warn',
+          `Invalid company slugs provided: ${invalidCompanies.join(', ')}`
+        );
+      }
+
+      if (validCompanies.length === 0) {
+        return reply.status(400).send({
+          error: 'No valid company slugs provided',
+          invalidSlugs: invalidCompanies,
+          hint: 'Use valid Ashby company slugs. See ASHBY_COMPANY_SLUGS for supported companies.',
+        });
+      }
+    }
+
     log(
       'system',
       'info',
diff --git a/backend/src/services/theirstack-fetcher.ts b/backend/src/services/theirstack-fetcher.ts
index 0215e88..429d113 100644
--- a/backend/src/services/theirstack-fetcher.ts
+++ b/backend/src/services/theirstack-fetcher.ts
@@ -10,7 +10,7 @@ const ASHBY_PUBLIC_API_BASE = 'https://api.ashbyhq.com/posting-api/job-board';
  * Curated list of companies that use Ashby as their ATS.
  * slug = jobs.ashbyhq.com/<slug>
  */
-const ASHBY_COMPANY_SLUGS: string[] = [
+export const ASHBY_COMPANY_SLUGS: string[] = [
   'airtable', 'alan', 'altura', 'away', 'deliveroo', 'duolingo', 'flock-safety', 'hackerone',
   'notion', 'opendoor', 'oyster', 'posthog', 'ramp', 'sequoia', 'sony', 'vanta', 'cursor',
   'deel', 'harvey', 'modern-treasury', 'openai', 'reddit', 'shopify', 'snowflake', 'apify',
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..cbadc08
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,333 @@
+{
+  "name": "jobslist",
+  "version": "2.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "jobslist",
+      "version": "2.0.0",
+      "license": "MIT",
+      "devDependencies": {
+        "concurrently": "^9.0.0"
+      },
+      "engines": {
+        "node": ">=20.0.0"
+      }
+    },
+    "node_modules/ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/ansi-styles": {
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "color-convert": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/chalk": {
+      "version": "4.1.2",
+      "resolved": "https://registry.npmjs.org/chalk/-/chalk-4.1.2.tgz",
+      "integrity": "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-styles": "^4.1.0",
+        "supports-color": "^7.1.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/chalk?sponsor=1"
+      }
+    },
+    "node_modules/chalk/node_modules/supports-color": {
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