Learn Spec-Driven Development: treat specifications as the source of truth, review AI-generated code, and stay in control of ...

The author believes that code review in the era of AI-written code should move away from the assumption that humans read ...

Hand a coding task to an AI agent today and it keeps going on its own. It writes the code, runs the tests, reads the error it just caused and tries again. There is a ...

Spec-driven development (SDD) offers a structured approach to AI-assisted coding by prioritizing detailed specifications before any code is written. Unlike “vibe coding,” which relies on iterative ...

Kiro’s structured, agentic workflow challenges the Copilot model, offering a spec-first IDE with hooks, task orchestration, and enterprise-grade design generation. AWS has previewed Kiro, a new ...

Kiro, Spec Kit, Tessl, and Zenflow avoid the chaos of vibe coding by taking a more systematic and structured approach. In February 2025, AI developer Andrej Karpathy posted a tweet (or whatever they ...

As AI moves further into engineering workflows, knowing what it can do is only part of the challenge. The bigger question is ...

Autonomous agents are compressing software delivery timelines from weeks to days. The enterprises that scale agents safely will be the ones that build using spec-driven development. There’s a moment ...

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. Mudit Singh is the Co-Founder and Head of Growth at TestMu AI, an AI-native unified ...