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Engineering

9 articles

February 2026

Engineering

AI-Generated Code Passes the Review — and Still Ships Vulnerabilities

The real security problem with AI-generated code isn't that the AI writes bad code. It's that it writes convincingly bad code — code that looks correct. And that's exactly what makes it dangerous.

February 7, 20267 min

Developer Experience in the AI Era: What Changes for Your Team

AI isn't just changing how code is written, but how developers work. What good Developer Experience looks like in 2026 — and why it matters more now than ever before.

February 1, 20268 min

Philip Blatter

Founder & CEO

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January 2026

Engineering

What Coding Agents Can Actually Do — and Where They Break Down

No hype, no panic: an honest look at where coding agents make developer teams ten times faster, where they reliably fail, and why the difference comes down to task structure — not model quality.

January 28, 20267 min

Multi-Agent Systems in Software Development: Why One Agent Isn't Enough

Google Research shows: agent systems scale better than single agents. What this means for your development workflows — and why specialized agent teams are the future.

January 24, 20268 min

When Your Coding Agent Runs the Attack Itself

Claude Code, GitHub Copilot, Gemini CLI — all three were compromised via manipulated GitHub issues in 2025. What makes indirect prompt injection so dangerous in AI agents, and why the answer lies in architecture, not system prompts.

January 14, 20267 min

GDPR and AI Development: The Three Questions Every CTO Should Ask

Most companies assume their AI coding tool is GDPR-compliant because it has a privacy policy. But the questions that actually matter are: Where does my code go? Does it train AI models? And do you have a Data Processing Agreement?

January 12, 20267 min

The Real Problem with Legacy Modernization Isn't the Code

Most modernization projects don't fail because writing new code is hard. They fail because nobody knows what the old code actually does anymore. That's the problem AI agents are built to solve.

Build vs. Buy: Your Own AI Development Pipeline or a Platform?

OpenAI API + LangChain + custom orchestration — or a ready-made platform? The honest cost breakdown for both paths.

CTO Guide: Introducing AI Development to Your Team Without Chaos

You're convinced, but your team is skeptical? A step-by-step guide for CTOs who want to introduce AI development — without resistance and without productivity loss.

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