New to Kestra?
Use blueprints to kickstart your first workflows.
Audits Firecrawl scraping jobs to detect crawl failures and prevent LLM knowledge drift.
This workflow queries the Firecrawl REST API (/v1/crawl/{id}) with an API key to audit the execution status of web scraping and markdown conversion jobs. In generative AI and RAG architectures, Firecrawl indexes external developer documentation and knowledge bases into clean markdown. When target domains enforce anti-bot protections, rate limits, or SSL handshake resets, crawl operations transition into failed or cancelled states. This sentinel verifies job completion and alerts AI data engineers when scraping pipelines fail before chunking and embedding phases.
FIRECRAWL_API_KEY and SLACK_WEBHOOK configured in Kestra.FIRECRAWL_API_KEY and SLACK_WEBHOOK secrets.crawl_job_id.