Methodology & Transparency
Data Sources
Every signal on this dashboard comes from a free, publicly accessible source. No paywalls. No auth-walled scraping. No AI-generated content. Every number is traceable to its origin.
Sources Live
Anti-slop commitments
- Zero AI-generated prose — all content is structured data
- Zero paywalled sources — every source is publicly accessible
- Zero login-required scraping — we respect robots.txt and ToS
- Every data point links back to its primary source
- Source health is monitored and surfaced here in real time
Last OK: Wed, 17 Jun 2026 04:20:50 GMT
- ⚠ DoorDash (doordash): GET https://boards-api.greenhouse.io/v1/boards/doordash/jobs failed: Client error '404 Not Found' for url 'https://boards-api.greenhouse.io/v1/boards/doordash/jobs?content=true' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
- ⚠ HashiCorp (hashicorp): GET https://boards-api.greenhouse.io/v1/boards/hashicorp/jobs failed: Client error '404 Not Found' for url 'https://boards-api.greenhouse.io/v1/boards/hashicorp/jobs?content=true' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
records
Last OK: Wed, 17 Jun 2026 04:21:22 GMT
- ⚠ Scale AI (scaleai): GET https://api.lever.co/v0/postings/scaleai failed: Client error '404 Not Found' for url 'https://api.lever.co/v0/postings/scaleai?mode=json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
- ⚠ Notion (notion): GET https://api.lever.co/v0/postings/notion failed: Client error '404 Not Found' for url 'https://api.lever.co/v0/postings/notion?mode=json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
records
Last OK: Wed, 17 Jun 2026 04:21:35 GMT
- ⚠ Replicate (replicate): GET https://api.ashbyhq.com/posting-api/job-board/replicate failed: Client error '404 Not Found' for url 'https://api.ashbyhq.com/posting-api/job-board/replicate' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
records
Last OK: Wed, 17 Jun 2026 04:21:37 GMT
records
Last OK: Wed, 17 Jun 2026 04:21:37 GMT
records
- ⚠ WA (https://media.esd.wa.gov/esdwa/Default/ESDWAGOV/newsroom/Layoff-and-other-business-decisions/WARN-Public-Notice-Master-List.csv): GET https://media.esd.wa.gov/esdwa/Default/ESDWAGOV/newsroom/Layoff-and-other-business-decisions/WARN-Public-Notice-Master-List.csv failed: Client error '403 Forbidden' for url 'https://media.esd.wa.gov/esdwa/Default/ESDWAGOV/newsroom/Layoff-and-other-business-decisions/WARN-Public-Notice-Master-List.csv' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403
- ⚠ NY (https://dol.ny.gov/system/files/documents/2025/01/warn-notice-database.csv): GET https://dol.ny.gov/system/files/documents/2025/01/warn-notice-database.csv failed: Client error '404 Not Found' for url 'https://dol.ny.gov/system/files/documents/2025/01/warn-notice-database.csv' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
records
Last OK: Wed, 17 Jun 2026 04:21:47 GMT
records
Last OK: Wed, 17 Jun 2026 04:21:47 GMT
records
- ⚠ https://www.uscis.gov/sites/default/files/document/data/h1b_datahubexport-2024.csv: GET https://www.uscis.gov/sites/default/files/document/data/h1b_datahubexport-2024.csv failed: Client error '404 Not Found' for url 'https://www.uscis.gov/sites/default/files/document/data/h1b_datahubexport-2024.csv' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
records
Last OK: Wed, 17 Jun 2026 04:21:53 GMT
records
Last OK: Wed, 17 Jun 2026 04:21:54 GMT
records
Last OK: Wed, 17 Jun 2026 04:21:54 GMT
records
- ⚠ r/layoffs: GET https://www.reddit.com/r/layoffs/new.json failed: Client error '403 Blocked' for url 'https://www.reddit.com/r/layoffs/new.json?limit=50' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403
- ⚠ r/recruiting: GET https://www.reddit.com/r/recruiting/new.json failed: Client error '403 Blocked' for url 'https://www.reddit.com/r/recruiting/new.json?limit=50' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403
records
Last OK: Wed, 17 Jun 2026 04:21:54 GMT
records
Last OK: Wed, 17 Jun 2026 04:21:56 GMT
- ⚠ Stripe: GET https://web.archive.org/cdx/search/cdx failed: The read operation timed out
- ⚠ Airbnb: GET https://web.archive.org/cdx/search/cdx failed: The read operation timed out
records
Status as of Wed, 17 Jun 2026 04:26:12 GMT