Welcome to the 266th edition of Coding Jag, brought to you by LambdaTest! 
AI hallucinations slowing down your QA efforts? This edition breaks down how context engineering makes AI precise, reliable, and actionable, cutting false positives and accelerating test cycles. Learn how techniques like session memory, few-shot learning, RAG, and aligning business intent with code lead to smarter, more trustworthy automation. 
Inside this edition:
- Azure Cosmos DB Python SDK + OpenAI: what’s new and why it matters
-
Google Cloud G4 VMs powered by NVIDIA Blackwell GPUs
- QA Wolf’s self-healing AI and modern hermetic testing strategies
- Hands-on videos on building custom GitHub Copilot AI agents
- Practical Java testing podcasts you’ll actually want to listen to
- Upcoming events like Behind Every Pull Request and KubeCon + CloudNativeCon
If you’re building AI-powered QA and want accuracy over guesswork, this one’s for you.
