Topics /
A compiler turns Qwen3.5-4B's own layer types into a working RV32 processor, then runs Vercel's fx agent on it one token at a time. It is slow, and it opens pull requests. Read more >>
A benchmark that re-reads the patches other benchmarks already published and counts syntax units added and removed. Its own data shows why that is tricky. Read more >>
The new Mellum is Apache 2.0, downloadable today, and went from 2 percent to 47 percent on SWE-bench Verified in one release. It still trails a smaller Qwen on agent tasks. Read more >>