In a test of AI context compaction techniques, the 'clever' prefix-direct fork approach lost to the current production baseline, search + memory, according to a developer who built an eval to make the…
A growing consensus among AI coding tool users advocates for writing loops instead of prompts, shifting from manual agent steering to designing systems that automate repetitive tasks. The approach aim…
An individual software developer reports achieving real productivity gains from AI agents by chaining voice notes into code changes, tests, and pull requests, but warns the economics only work for sma…
The collapse in the cost of executing human intent, not the emergence of artificial consciousness, is driving the perception that artificial general intelligence has arrived. As knowledge work shifts …