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AI Agents

A collection of 3 posts
A Cheaper Model Showed Up. We Ran the Flywheel Before Trusting It.
Headkey

A Cheaper Model Showed Up. We Ran the Flywheel Before Trusting It.

Google shipped a cheaper, faster extraction model. Instead of swapping it in and hoping, we put it through Headkey's flywheel. The result: same quality, 58% less cost — and one gotcha that would have poisoned the whole experiment.
14 Jun 2026 5 min read
Flywheel-Driven Development
AI Featured

Flywheel-Driven Development

The Core Idea Every development task has an iteration loop: change something, run it, look at the output, decide what to change next. The loop is where time goes. Not in the thinking, not in the typing — in the waiting, the context-switching, the "let me run that again
17 May 2026 7 min read
Pairing Graphify with Headkey
Headkey

Pairing Graphify with Headkey

Graphify gives you a queryable map of your codebase. Headkey turns it into a memory that evolves with your team — across renames, refactors, and the decisions that never made it into a comment.
04 May 2026 4 min read
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