Autonomous coding agents have evolved from novelty to practical collaborators. Given a prompt like “build a service that ...

I tried GPT-5.4, and most answers were really good - but a few had me concerned ...

An AI agent reads its own source code, forms a hypothesis for improvement (such as changing a learning rate or an architecture depth), modifies the code, runs the experiment, and evaluates the results ...