#ai-generated-code

The Frankenstein Codebase — Part 1

The day when your once-cohesive project starts to feel like it was written by four different engineering teams. The Multi-Model Toxicity…

Sentrux: The Architecture Sensor for AI-Generated Code

Developers ship AI-generated code faster. How does QA adapt?

Author: Pavel Stambrecht, Head of Technology, Etnetera Flow

Governing the Agentic SDLC in 2026

Six months ago we were worried about reviewing AI-generated code. Now the agent acts — and governance has had to move from the artifact to…

Vibe Coding Is Fast, But Security Still Needs Your Attention

Many developers like vibe coding now. It feels fast. It feels fun too. You write a prompt, and the AI gives you code in seconds.

Schema Drift and the codata.io Approach to Prevent It.

oded omer | co-founder codata.io

Help, My Boss Discovered Vibe Coding!

Your manager built an app over the weekend and would like to ship it Friday. An advice column for a calm, technical look at why…

Why AI-Generated Code to Production is Bad Practices

You’ve seen the hype. “AI writes 90% of our code now.” “Just prompt, copy, deploy.” It feels like magic. But I’ve spent the last 18 months…

Managing the Hidden Cost of AI-Generated Code — A TPM’s Perspective

AI-assisted development is no longer experimental.