Tool calls that execute 100% of the time
SMRTR summary
dotlambda is a structured-generation tool that enforces schema compliance for LLM tool calling in agentic systems. Tested on the BFCL live_multiple benchmark, it reduces tool-call failure rates by over 10% across all tested models and cuts token generation by 10–20%. A coalescence feature — skipping predictable tokens entirely — pushes token savings to around 65%, making open-source models far more competitive.
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