AI SDK 5/6 Local-first CI-ready

Observability for agents you ship with the AI SDK.

Scan prompts, tools, loop bounds, approval gates, and telemetry—then get copy-paste fix snippets, agent-map.md for your IDE agent, and CI guardrails. Your code never leaves your machine.

View demo

Surface area

Map every agent call

streamText, ToolLoopAgent, tools, routes, hooks—with your ai version.

Safety

Catch loop & tool risks

Unbounded loops, missing needsApproval, and required tools without a done handler.

Telemetry

Per-call observability

experimental_telemetry, functionId, PII recording, and scattered model strings.

Action

Fix snippets & CI

Copy-paste fixes per risk. Fail builds with --ci --max-high 0.

Block merges on agent risks

Exit non-zero when high-severity findings exceed your threshold. JSON output diffs against the previous scan.