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Original technical analysis and engineering perspectives on AI systems, architecture, reliability, and emerging engineering patterns.

When an AI Agent Doesn't Know Whether Its Tool Call Succeeded

AI Agents

3 October 2026

An engineering analysis of non-atomic AI tool execution, ambiguous outcomes, side effects, idempotency, retries, and postcondition verification.

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