Sentry → Claw → Codex → PR — Autonomous Bug Fix Pipeline

This is the DevOps dream: a fully autonomous bug resolution pipeline that fixes production issues before the team's morning standup.

The Pipeline

1. Sentry detects a new error in production

2. Webhook triggers OpenClaw agent

3. OpenClaw analyzes the error, stack trace, and context

4. Codex generates the fix based on the analysis

5. Git creates a branch and commits the fix

6. GitHub opens a pull request with description

7. Slack notifies the team with a summary

What Makes It Special

• Bugs are caught and fixed within minutes
• Developers review fixes, not debug issues
• Complete context in every PR (error, root cause, fix rationale)
• Reduces mean time to resolution (MTTR) dramatically

When It Works Best

• Routine bugs (null references, type errors, missing handlers)
• Well-tested codebases with clear patterns
• Applications with good error reporting

When Human Review Is Critical

• Security-related fixes
• Performance-critical code paths
• Business logic changes
• Database migrations

The PR is always created as a draft — human approval is always required before merge.