Posts Tagged "Context Engineering"

You Gave Your Agent 50 Tools. That's Why It Keeps Failing.

Tool definitions consume 72% of the context window before any work begins. Per-tool accuracy collapses from 96% in isolation to under 15% with a large toolset. Retrieval-scoped tools triple selection accuracy on the same model. The fix isn't a better model - it's a smaller context.

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