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What Self-Improving Agents Actually Mean

Self-improving agents need traces, evals, safe patches, and human approval loops.

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Hi, I am Sangam, an AI engineering leader and technical writer. I help organizations build enterprise AI solutions, voice agents, and multi-agent systems. My writing focuses on AI engineering, embeddings, and software architecture.

Copyright 2026, Sangam Pandey