AI Engineer · AI

Your AI Agent Is Confidently Wrong About Production — Willem Pienaar, Cleric

Point an agent at a production alert and it comes back with a confident root cause. Often it's just the first error log it found. Willem Pienaar, co-founder and CTO of Cleric, explains why agents that are great at writing code struggle to debug production. Prod has no tests or linter to push back, it's sprawling, always changing and often impossible to reproduce, and LLMs are trained to be decisive when debugging needs doubt. He walks through the

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