A practical Cloudflare Workers AI implementation for security posture digests, approved security queries, and Ray ID investigation.
Why build this
Security teams already have WAF events, bot signals, access logs, and SIEM pipelines. The problem is not always data collection. The problem is turning that data into a fast, readable operational view without giving a model unsafe authority.
This implementation uses a Cloudflare Worker as the control layer and Workers AI as the summarization layer. The Worker is deliberately read-only.
It supports four workflows:
Natural language security queries.
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Cloudflare OS comes with important security features that helps to ensure sensitive data is not accidentally leaked.
