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I built an open-source audit trail for AI agents (after mine silently failed for hours)

by RK

The problem I was running a multi-agent pipeline and one of my agents silently failed. The...

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Why relying on LLMs for pattern matching is a technical debt trap, and how the Regex Toolkit MCP provides mathematical certainty.

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