Learning path
Finding and Fixing Bugs with AI
Developers who want AI to help track down and fix bugs faster. Follow the curated sequence, skip what you already know, and use the related resources when you need depth.
5 resources~5 hours
Path sequence
- 1Debug agent workflows
Where agent-driven bugs actually come from, and how to trace them.
- 2Handle errors reliably
Error handling patterns that stop a flaky API call from becoming a flaky feature.
- 3Automate test generation
Which AI test generation tools actually catch bugs, compared head to head.
- 4Add AI code review
CodeRabbit, DeepSource, and Greptile compared, so review catches what tests miss.
- 5Manage the review bottleneck
Why AI coding agents move the bottleneck to review queues, and how to keep up.
Build after reading
Turn the path into a project. Start with the course catalog if you want structured lessons, or use the tools directory to pick the right stack for your next implementation.
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