Mesly Mathews·Oct 9My AI App Worked. Then I Made It Prove It.Why I added pytest, Ruff, Pyright, Bandit, pip-audit, pre-commit, and CI before calling the project “production-ready”
Adnan Masood, PhD.·Aug 21Understanding Is All You NeedVibe coding and agentic AI made weekend builds cheap. Why judgment, understanding, and business outcomes are the only signals that still…
Jaroslaw Wasowski·Apr 11Spec Driven Development — Three Maturity Levels Every AI Team Should KnowSpec Driven Development is a maturity ladder — from CLAUDE.md (spec-first) through a living specification (spec-anchored) to code as a…A response icon17A response icon17
Jaroslaw Wasowski·Apr 8PM Coding with AI — Why Engineers’ Resistance Misses the Real ProblemPMs ship features faster with AI than engineering teams. The real problem is not who writes the code but an org chart designed for a …
Michael Seemann·Feb 21From Vibe Code to Production Code — What AI Actually Delivers (and What It Doesn’t)A field report on the gap between AI-generated prototypes and enterprise-grade software.
Anoop Menon·Oct 2, 2025The Uncomfortable Truth About AI Coding Tools: What Reddit Developers Are Really SayingThe promise seemed straightforward. AI was going to change everything. Revolutionize software development. Turn all that grunt work into…
