Peter Richens

2 posts

July 22, 2026 18 mins

How we verify Cleric’s production fixes

A correct diagnosis isn’t the same as a fixed problem. We built a verifier that checks Cleric’s fixes against the best ground truth available: production itself.

September 18, 2025 10 mins

The Hidden Complexity of Building an AI SRE

Building an AI SRE isn’t just connecting an LLM to dashboards. It means reasoning through hidden dependencies, conflicting signals, and cascading failures in live production systems.

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