Building Developer Tools for Context Engineering: What Manus Taught Us and What We're Building

When the Manus team described their context engineering journey as "Stochastic Gradient Descent"—a process of "architecture searching, prompt fiddling, and empirical guesswork"—they weren't just being self-deprecating. They were highlighting a fundam...