HAAM Notes / Topic

Benchmarks

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July 29, 2026 · 10 min read

The Real Test of AI Code Is the Next Prompt

Coding agents can complete the current task while making the next one harder. New long-horizon benchmarks reveal what happens when AI has to inherit its own decisions.

AI Coding Software Maintenance Agentic AI Software Evolution Benchmarks Developer Tools

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