10 design principles for agent-ergonomic CLI design. 100% task success at the lowest cost — validated across two benchmarks and 915 runs.
Funny because I've had lots of difficulty with LLMs writing code for AMBA AXI stream interfaces
The “10 principles” are about 1/3 of the way down the very repetitive, haphazardly organized page (interspersing test results, methodology, and yes, those principles).