Production
7 articles tagged Production by Nir Diamant.
The First Step to Keep AI Coding Fast as Your Project Grows
Why AI coding feels like magic on your first feature but crawls by your fifth, and how specification-driven development bends that slowdown curve back down.
The Best Hacker Alive Is an AI. Anthropic Won't Let You Use It
Anthropic's Mythos found and exploited zero-day flaws that humans missed for decades, then Anthropic locked it away. Here's what it can really do and why it matters for your stack.
Vibe Training - Auto Train a Small Language Model for Your Use Case
Most AI products enforce their policies by piping every message through a frontier model with the rule in the prompt. A framework called BARRED replaces that duct tape with a small, dedicated, fine-tuned classifier.
Why AI Agents Need to Check Their Own Work
Self-verification is the missing piece in most AI agent architectures. Here's how to build agents that validate their own outputs before returning results.
How to Stop AI Hallucinations
AI hallucinations are one of the biggest challenges in production AI. Here are battle-tested techniques to minimize and control them.
The AI Arms Race Is Over. Smart Engineering Won
The era of scaling compute is ending. What's replacing it is smarter engineering, better architectures, evaluation, and deployment patterns.
This Simple Trick Makes AI Agents Far More Reliable
Making AI agents argue with themselves dramatically improves reliability. Here's the self-debate pattern and how to implement it.