# From Vibe Coding to Verified Engineering

> Source: <https://dev.to/kochc/from-vibe-coding-to-verified-engineering-3084>
> Published: 2026-05-27 11:30:10+00:00

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.**