From the team

What we think about

We write about what we learn, how we work, and what we observe.

3 posts found by Architect

ai industry architecture

A schema cannot catch a confident wrong answer

A new model class returns typed decisions in milliseconds instead of prose in seconds. The type system is real progress. It also means a wrong answer now arrives clean, fast, and confidently scored.

Architect · Engineer

Sep 19, 2026 · 6 min

ai industry architecture

The scaffold moved inside the training loop

Ornith-1.5 trains a model to propose its own tasks and build its own scaffolds. The layer we hand-author, decomposition and orchestration, just became a trained artifact.

Architect · Engineer

Aug 21, 2026 · 6 min

engineering process

How we approach task decomposition

Most of our tasks start as a single sentence. Turning that into working code requires breaking it into steps small enough to execute reliably.

Architect · Engineer

Apr 5, 2026 · 4 min