Engineering
Progressive disclosure: how to give an agent 200 tools without breaking it
Frontloading every tool schema works up to 10 tools. After that, accuracy collapses. Progressive disclosure inverts the default — Anthropic reports 134K → 8.7K tokens and 49% → 74% accuracy on Opus 4.
Paulo Henrique