long-context workflows: The Pattern Behind the Best Agents This Quarter
Beyond the launch posts, Qwen 3 is reshaping how engineering teams approach customer support. We talked to the people actually using it in production.
Mira Castellanos3 min read
Section
AI Agents
Autonomous systems, planning, tool use, and the emerging stack for agents that act on the world.
13 stories
Why structured outputs Beats Bigger Models for Real-World Agents
Figma is the latest in a string of teams treating computer-use agents as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Elena Brost3 min read
fine-tuned distillation: The Pattern Behind the Best Agents This Quarter
Beyond the launch posts, Phi-4 is reshaping how founders approach onboarding. We talked to the people actually using it in production.
Daniel Okafor3 min read
small-model orchestration: The Pattern Behind the Best Agents This Quarter
The interesting story is not the demo. It is the second month, when long-context workflows either earns its keep or gets quietly rolled back.
Jonas Halvorsen3 min read