
AI Agents9 min read
How AI Agents Evolved: From AutoGPT to Claude Code
The agent loop is familiar. Better models, tools, sandboxes, tests, and review changed what that loop could reliably do.
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2 articles.

The agent loop is familiar. Better models, tools, sandboxes, tests, and review changed what that loop could reliably do.

A practical look at how we direct coding agents, protect context, debug with evidence, test generated code, and keep human judgment in the loop.
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