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Silicon Failure Triage Agent

An LLM agent that triages post-silicon debug logs: it extracts a failure signature, retrieves similar prior failures, checks known escalation patterns, and commits to a bin with a calibrated confidence. Every tool call it makes is shown below as it runs.

1 · Pick a failure

2 · Debug log

checking GPU…

3 · Agent trace

Pick a failure above and run the triage.

4 · The corpus the agent searches

Step 2 of the agent is search_prior_failures — BM25-style retrieval over these records. It scores each prior by how many query terms it shares, weighting rare terms more heavily than common ones, then reports how strong the best match is. That strength is what caps the final confidence. Type below to run the real retrieval function; no model is involved, so the same input always gives the same scores.

IDBinTitleStepStatus