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Building an AI Agent That Debugs Your Tests
From flaky test frustration to automated root-cause analysis
Jags's Blog
I write about test automation, CI & CD and tech in general. Follow me on Twitter @vaikuntj for a curated selection of ideas, insights, and inspiration.
Latest articles
Part 4: Building Evals - How Do You Know Your Agent Is Getting Smarter?
The eval suite that turns every wrong answer into a permanent guard
Part 3: Securing an AI Agent Against Its Own Input
Four layers of defense for an AI that reads untrusted data
Part 2: Teaching an AI Agent to Reason — Skills, Phases & Dead-End Triggers
How structured Chain-of-Thought stops an LLM from jumping to wrong conclusions
Part 1: Why I Built an AI Agent to Debug My Playwright Tests
From 60-minute debugging sessions to 2-minute automated diagnoses
Papershelf
Dive into the World of LLMs and Test Automation with my research-focused blog post & papers
My 2025 Bookshelf
Pages Yet to Turn: The Books I'm Looking Forward to in 2025
Mastering API Testing: A Comparison of HAR Files and Mocking Techniques
Using HAR Files vs Mocking: A Guide to Testing API Interactions
Mastering Playwright: Learn secure HAR-Based Mocking in Playwright
Mastering Secure HAR-Usage in Playwright: Best Practices Inside