Catch what scripts miss—exploratory testing and bug bashes bring human insight and teamwork to building real product quality.

Create a production-ready Dockerfile with UV, the Rust-based Python dependency manager, for fast dependency installs and reproducible builds.

From new CSS tricks to updates in TypeScript and AI app builders—here’s what caught our eye this month in web tech.

Use Promptfoo’s Echo provider and llm-rubric to evaluate LLM-generated content at runtime—without re-generating outputs. Ideal for production workflows and automated quality checks.

AI has moved fast from the lab to everyday tools. But making it work inside real-world systems? That’s a different story...

Following the previous blog about Aider, AiderDesk has evolved into a powerful AI coding partner with Agent Mode and MCP support — enabling autonomous tasks with built-in tools and easy extensibility.