Each morning, one AI research breakthrough distilled into a three-part product brief: what the tech is, the problem it solves, and how to build with it—designed for product builders who need to act, not just read.
Teach the agent to test first
Teach agents when to leave the GUI
One call. Three actions.
Passing tests is not enough.
Compile once. Run locally.
The KV cache does not need a score.
Stop before the score.
Tune small. Predict large.
Compress the skill graph, keep every route
Put reasoning outside the weights
Keep the prompt. Drop the middle.
Tools can fail silently. Give agents a way back.