5 articles on reliability.
AI doesn't 'hallucinate' randomly — it invents code when it can't see the system. Give it structure and validation, and the hallucinations stop being your problem.
An AI coding agent plans and executes multi-step coding tasks on its own. Powerful — but without structure and validation, autonomy amplifies mistakes. Here's how to use agents safely.
AI writes confident code that's sometimes wrong. A repeatable validation process catches the failures before production. Here's a practical checklist plus the system-level fix.
Replit Agent builds and runs apps autonomously in the browser. GitMir gives you a visual system you direct and validate. Here's the trade-off and which fits you.
AI-built codebases can rot quietly until a small change takes a week. Here are seven early warning signs — and what to do before it's a rewrite.
