SELF-IMPROVING SOFTWARE IS INEVITABLE

Summary from the TLDR IT newsletter

AI coding agents currently automate writing code, but the feedback loop of identifying issues and deciding what to fix remains largely manual. Connecting production signals such as logs, traces, and support tickets to AI agents through clearly defined performance goals could enable software to continuously identify problems and implement improvements, shifting engineers toward defining objectives and overseeing outcomes.