Vibe coding made AI agents cheap to start and costly to finish, since every loop is billed and each one carries the last.

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 ...

Proposals, specs, designs, and tasks. As we work with AI coding agents, a trend is spreading to leave behind conversations ...

Amazon’s Kiro AI coding tool is getting a new feature that uses mathematical proofs to catch flawed software requirements before AI agents start writing code. (GeekWire Photo / Todd Bishop) Amazon Web ...

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 ...

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 ...

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 ...

AWS engineers launched a new coding agent project into public preview this week that they claim will help developers go beyond vibe coding prototypes into production-ready systems. The Kiro AI IDE ...

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 ...