The principles and workflows that separate developers who use AI from developers who ship with it.

Daily Dose of DS offers a daily dose of inspiration, education, and motivation for data scientists and aspiring data professionals. Through bite-sized articles, tutorials, and curated resources, readers embark on a journey to master the art and science of data analysis, machine learning, and artificial intelligence. By staying updated with the latest trends, techniques, and tools in data science, readers can hone their skills and stay ahead in this rapidly evolving field.

Daily Dose of Data Science | Avi Chawla | Substack

A practical guide to AI-assisted development that distinguishes between pure vibe coding (accepting AI output blindly) and disciplined AI-assisted development. Covers five core practices: writing specs before prompting, context engineering over prompt engineering, the Plan→Execute→Verify loop, test-first development, and security review. Also walks through a hands-on demo using Mistral Vibe, an open-source CLI coding agent, showing codebase understanding, feature planning, subagent-based verification, and PR creation via custom skills. Includes anti-patterns like endless error loops, comprehension gaps, and session drift.

How to Vibe Code: A Developer's Playbook

Turn trace reviews into production eval metrics

How to vibe code: A developer’s playbook