ai-assisted-development

Using AI tools to write, optimize, and iterate on code is reshaping how practitioners approach software engineering. This tag covers hands-on work with AI-driven development workflows, from automated refactoring and performance tuning to code generation and test loops. The focus is on practical results: what specific techniques work, at what cost, and how AI integration changes the economics and velocity of building and improving real software.

Vast dark silicon landscape with nearly all CPU cores dormant, visualizing wasted compute sitting idle in existing hardware.

ai-code-optimization, performance-optimization, emulation, snes9x, software-efficiency, ai-assisted-development

The Cheapest Compute on Earth Is the Compute You're Already Wasting

An AI-driven iteration loop made the Snes9x emulator 61% faster on x86-64 and 52% faster on arm64 in three days for under $30, with every frame and audio sample bit-exact against the original. The argument: the cheapest performance gain is the compute already wasted in mature code.