JC

John Curreri

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Live demo
Silicon Failure Triage Agent
An LLM agent that bins post-silicon debug logs — retrieval over prior failures, calibrated confidence, every tool call shown. Runs on a local Qwen3.6-27B.
Experiment write-up
The expensive part of my agent wasn't the context
A durable Temporal workflow benchmarking five agent configurations over 120 runs. Trimming the prompt bought nothing; turning reasoning off was worth 6.5x latency. Charts, raw data, and source.