The AI Assistant Builder

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Mohd Ahsan

Practical, build-level guidance for designing, evaluating, and deploying reliable AI assistants.

The AI Assistant Builder

2026-08-13

Build a Tool Runner That Retries Without Repeating Side Effects

A framework-neutral execution pattern for validating, approving, retrying, reconciling, and tracing AI assistant tool calls without duplicating real-world actions.

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