Your AI chatbot processes personal data every time a user sends a message. Here's how to build LLM features that satisfy GDPR, the EU AI Act, and your legal team.
July 2026 update: the Digital Omnibus pushed high-risk obligations to December 2027 — but transparency duties and market surveillance start as planned in August 2026. What your engineering team needs to build and when, in code instead of legalese.
RAG and fine-tuning solve different problems. RAG gives the model new knowledge. Fine-tuning changes how the model behaves. Here's a practical guide to choosing — and when to combine both.
A practical engineering guide to adding AI features to products already in production. Model selection, architecture patterns, cost management, and the RAG vs. fine-tuning decision.
92% of developers use AI coding tools. But 45% of AI-generated code fails security tests. Here's our actual workflow for shipping AI-assisted code without shipping vulnerabilities.
LLMs are everywhere. We use them daily — for code generation, reviews, and documentation. Here's what actually works, what doesn't, and where human judgment is still non-negotiable.
