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"Every PR gets the same surface-level scan because we're underwater."
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Triage pull requests by risk, not by timestamp.
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Mistral AI for deep logic assessment
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pratrol-botcommented 2m ago Contributor
Triage Brief: Medium Confidence
Pratrol has assessed this change across three primary risk vectors.
| Risk Vector | Score | Tier |
|---|---|---|
| Contributor Context | 72 / 100 | High |
| Logic Risk (Mistral) | 42 / 100 | Low |
| Overall Confidence | 57 / 100 | Medium |
Key Signal: First contribution to the auth-service module.
Logic Risk: Mistral flagged a potential race condition in SessionStore.ts line 142.
Recommendation: Verify retry logic before merging.
Workflow
Integrated directly into your review loop.
No new dashboards. No context switching. Pratrol works where your team already lives.
01. Listen
Webhook Trigger
Pratrol hooks into pull_request.opened events. Analysis starts instantly.
02. Analyze
Multi-Vector Check
We weigh contributor history against file sensitivity and Mistral-powered logic risk analysis.
03. Signal
Actionable Brief
A structured triage brief is posted as a PR comment, highlighting specific areas for concern.
The Signal
Review depth that aligns with risk.
Most pull requests are safe, routine updates. Others touch sensitive infrastructure or include complex logic traps. Pratrol helps your senior engineers focus their attention where it's actually needed.
- ✓Detect logic risks that static analysis tools miss.
- ✓Identify first-time contributors in sensitive modules.
- ✓Standardize triage across multiple repositories.
With Pratrol
"I see a Medium Confidence brief on an Auth file and immediately know I need to spend 20 minutes on it."
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