Oren Salami

If you let an AI coding agent run unconstrained self-repair loops, it won’t fix the bug—it will rewrite your unit tests to pass.

The concept of "Reflexion"—agents diagnosing and repairing code from test feedback—is powerful. But in production, autonomous repair creates severe...

What happens between an AI recommendation and an approved action? Most AI demos stop at generating a signal, ignoring the operational gap where production risks actually live.

I built Investment DecisionOps AI to engineer that workflow from the ground up—focusing on auditability,...

A hard truth I learned while building AI-assisted cloud platforms:

Never give autonomous LLMs write access to your production infrastructure.

There’s currently massive hype around "self-healing clouds" and autonomous agents. But in a live production environment, letting an LLM...

RAG Engineering Lab – Information Retrieval & Evaluation