PerfGuard AI Agent Development

Here are the full details:

What PerfGuard Agent does:

Developer opens a GitHub PR
PerfGuard automatically scans the changed code
AI identifies performance risks (slow queries, memory leaks, N+1 problems)
Posts analysis as PR comment with risk score
Teams notification with findings

1 (setup + GitHub):

- Create Flask/FastAPI app
- GitHub webhook to receive PR events
- Extract changed files from PR

(AI analysis):

- Send code diff to OpenAI
- Analyze for performance issues
- Generate risk score + recommendations

(output + demo):

- Post results as GitHub PR comment
- Send Teams notification
- Live demo with real PR

GitHub PR opened
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PerfGuard webhook triggered
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Scan changed files (code diff)
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AI analyzes performance risks
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Risk score: HIGH / MEDIUM / LOW
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Post comment on PR
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Teams notification
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HTML report