Articles

Essays and notes on hybrid computing, open systems, and research.

Clarity • constraints • deployability

Articles

A practical view of hybrid compute: constraints, artifacts, and deployment reality.

Traces turn demos into systems by making behavior inspectable.

Open is a contract: stable formats, reproducible behavior, and clear governance.

How labs translate uncertainty into constrained, deployable capability.