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FAQ
Common questions about the Automated DevOps Agent.
A: Automates code review using 4 AI agents (Security, Quality, Testing, Debugging) that analyze code in 30 seconds vs 2+ hours manually.
A: Yes, open-source (MIT License). You only pay for Gemini API usage (~$0.003 per review).
A: F1 Score of 0.74 (74%). Better than manual review (70%) and commercial tools (46-48%).
A: Python 3.10 or higher.
A: No, requires internet for Gemini API.
A: Currently Python only. Java/Go/TypeScript planned.
A: ~$0.003 per code review (12,500 tokens average).
A: Only in isolated environments (VMs, Docker). Never on:
- Production servers
- Systems with sensitive data
- Corporate networks (without approval)
A: Yes, within project directory only.
A: Yes, for Google Search (Stack Overflow). Can be disabled.
A: adk web, open localhost:8000, type request.
A:
- "Review [file.py]"
- "Check security of [file.py]"
- "Generate tests for [file.py]"
- "Fix bugs in [file.py]"
A: ~30 seconds for comprehensive review.
A: Yes! Edit automated_devops_agent/supporting_agents.py
A: AI is non-deterministic. Run multiple times for critical code.
A: 74% F1 score = ~26% of issues might be missed. Use as tool, not replacement.
A: RefactoringPipeline auto-rolls back if tests fail. Always review fixes.
A: Different:
- Copilot: Code completion
- This: Code review
A:
- ✅ Pros: Free, customizable, AI-powered
- ❌ Cons: Requires API, Python only (for now)
A: Specialized:
- 4 expert agents vs 1 generalist
- Persistent memory
- Automated workflows
- Cost tracking
A: Yes! See CONTRIBUTING.md
A: Bug fixes, new tools, multi-language support, docs, tests
More questions?