From Vibe Coding to Verified Engineering Agile V introduces a structured framework for AI-assisted software development that prioritizes requirements, independent verification, and human oversight over unverified code generation. The project provides open-source tools on GitHub, including agent skills for traceable requirements, red team verification, and compliance-ready evidence bundles. This approach aims to shift AI engineering from "vibe coding" to a verified, risk-based workflow with human gates before release. AI agents should not just generate code. They should produce evidence . That is the core idea behind Agile V: → Requirements before implementation → Independent verification → Traceability from intent to test → Human gates before release → Evidence bundles instead of after-the-fact documentation Agent skills for traceable requirements, independent Red Team verification, human gates, and compliance-ready evidence. → github.com/Agile-V/agile v skills https://github.com/Agile-V/agile v skills A practical scaffold for running AI engineering with structured briefs, evidence bundles, validation gates, and risk-based workflows. → github.com/Agile-V/agentic agile v https://github.com/Agile-V/agentic agile v From vibe coding to verified engineering.