WRITING EFFECTIVE TOOLS FOR AGENTS — WITH AGENTS

Summary from the TLDR AI newsletter

Anthropic engineers found that agents perform better with fewer, more thoughtful tools rather than wrapping every API endpoint. Claude-optimized tools significantly outperformed human-written versions in internal tests, with agents able to automatically improve their own toolsets through evaluation loops.