Beyond Vibes: Measuring Qwen 3 in Production
Beyond the launch posts, Qwen 3 is reshaping how operators approach expense reporting. We talked to the people actually using it in production.
Priya Raman3 min read
Section
AI QA
Evaluations, red-teaming, hallucination control, and the practice of shipping reliable AI products.
12 stories
Red-Teaming GPT-5.1: What We Learned
Beyond the launch posts, Llama 4 is reshaping how sales teams approach incident response. We talked to the people actually using it in production.
Priya Raman3 min read
The Quiet Discipline Behind Reliable Qwen 3 Apps
The interesting story is not the demo. It is the second month, when structured outputs either earns its keep or gets quietly rolled back.
Daniel Okafor3 min read