Inference proposes · systems decide

The work is creative.
The finish line is not.

We use capable models where exploration helps and deterministic gates where correctness matters.

Scope and define

Turn the desired outcome into an execution graph with evidence for every boundary.

Choose structures that make the product legible, replaceable and cheap to operate.

Let models generate options and implementation speed while the specification retains authority.

Tests must be capable of disproving completion. Evidence beats confidence.

Code, operating knowledge, recovery paths and verification corpus leave together.