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HyperProbe is a YC-backed AI on-call agent that automatically handles production incidents by placing read-only virtual breakpoints to capture exact variable state, reducing root cause time from hours to minutes without redeployment.
Opik is an open-source platform for AI agent observability that goes beyond tracing to automatically diagnose failures, propose fixes, and verify them, closing the debugging loop without manual intervention.
The Incident Challenge offers production debugging games designed to help software engineers improve their debugging skills through interactive scenarios.
A developer discovered that 40% of browser agent sessions silently failed due to browser fingerprinting and automation detection, not LLM reasoning. An open-source tool called Leakish identified the issues.