software engineering
3 published articles
Benchmark Analysis
On SWE-bench Verified, Top Models Hit 96%. On Private Enterprise Code, They Barely Clear 23%
SWE-bench Verified makes frontier models look close to solving real-world software engineering, with top scores above 95%. SWE-bench Pro, run on private enterprise repositories, drops those same models to 23% or lower, exposing how much of the Verified score depended on public data exposure.
2026-08-02
Artificial Intelligence
Alibaba's new coding agent made the invisible visible, and that is the hard part
Alibaba Cloud launches Qoder, a free AI coding agent focused on codebase visibility, architectural understanding, and Spec-first workflows to bridge the gap between viral AI demos and real-world software engineering challenges.
2026-07-12
AI Model Release
MiniMax launches M2.7 model with strong software engineering and office productivity skills
MiniMax's M2.7 model delivers strong results in software engineering benchmarks and professional office tasks, with a 97% skill adherence rate on complex instructions and an ELO score of 1495 on GDPval-AA.
2026-07-08