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chore: update drain3 default log pattern weights - #60742

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@github-actions github-actions Bot commented Sep 14, 2026 •

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This pull request updates the default Drain3 log pattern weights (pkg/agentdrain/data/default_weights.json) by training on the most recent workflow run logs.

What changed

  • Re-trained log template clusters from the latest run logs using gh aw logs --train
  • Copied resulting drain3_weights.json to the embedded defaults path

How to verify

  1. Build the binary with make build
  2. Run gh aw audit or gh aw logs --train and confirm the anomaly analysis reflects the updated patterns

This PR was created automatically by the train-drain3-weights workflow.


Run: https://github.com/github/gh-aw/actions/runs/34807360941

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Run: https://github.com/github/gh-aw/actions/runs/34811389551

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@copilot This PR is ready for forward progress. Please run the pr-finisher skill, verify the updated drain3 weights in pkg/agentdrain/data/default_weights.json, and push any needed follow-up changes. Also refresh the branch with the latest base if GitHub allows it.

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network:
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Co-authored-by: gh-aw-bot <259018956+gh-aw-bot@users.noreply.github.com>

Copilot AI commented Sep 14, 2026

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@copilot This PR is ready for forward progress. Please run the pr-finisher skill, verify the updated drain3 weights in pkg/agentdrain/data/default_weights.json, and push any needed follow-up chang...

Verified the updated default_weights.json — valid JSON, data unchanged from training, only array formatting adjusted via make fmt in 6c... (latest commit). make lint and go test ./pkg/agentdrain/... both pass. No open review threads to resolve. Branch is already up to date with main (base sha matches parent commit), so nothing to rebase.

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