ISabi Tech
Java & Spring Boot Developer | Backend APIs & AI Integration
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Meet CodeGuard AI — AI-Powered Code Reviews 🔍
I built CodeGuard AI to help developers go beyond AI-generated review comments.
Built with Java 17 and Spring Boot, it brings together:
Repository-aware GitHub PR reviews
AI-suggested code fixes
Custom team rules and policies
...
CodeGuard AI — Real-World PR Validation
I'm validating CodeGuard AI, an AI-powered GitHub pull request reviewer built with Java and Spring Boot, against practical testing edge cases.
This round covers:
Test execution timeouts
Inherited test failures
Newly introduced regression...
CodeGuard AI: Testing Whether an AI Code Reviewer Can Catch Real Test Failures 🔍
I deliberately introduced a failing JUnit assertion into a GitHub pull request to test CodeGuard AI against a real failure scenario.
The result?
✅ Correctly classified the test execution as FAILED
✅...
Building CodeGuard AI: One test passed for the wrong reason.
I’m testing my AI-powered GitHub PR reviewer, and I found a problem worth sharing.
I gave it a failing test:
The test failed, as expected.
CodeGuard detected the failure correctly. But its AI suggested changing the...
Unpopular opinion: AI can write code faster than we can learn to trust it. 👀
We can build apps with AI faster than ever. Features that once took days can now be prototyped in hours.
But here’s the question I keep coming back to:
When AI writes or reviews your code, how do you know...
