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Latest 2 articles:

Reflection Helps an Agent Recover, but It Cannot Verify Reality

September 20, 2026

AI Engineering ✨Architecture Patterns

ReAct and Reflexion-style loops can help an agent notice and repair mistakes, but every extra iteration costs time and can repeat a bad assumption. Reliable systems use feedback at explicit checkpoints, constrain tool selection, and verify consequential results outside the model.

AI Agents Need an Execution Architecture, Not Just More Tools

September 16, 2026

Architecture Patterns AI Engineering ✨

An AI agent is a system that selects actions in an environment. Reliable agents make intent, plans, tools, control flow, validation, and execution explicit so a model proposal cannot quietly become an unsafe production effect.

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