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Preprints and engineering notes

Not a blog. Each entry here will be laid out like a preprint card: authors, date, identifier, link to code.

entries: 0, publications in preparation

Empty for now, and honestly so

The first arXiv publications are in preparation. We do not fill this section with invented paper titles. Meanwhile the code is open on GitHub, and you can check it right now.

Open the code on GitHub

Runtime-driven convergence

How an agent runtime brings length-constrained artifact generation to a result without manual edits.

Artifact-grounded agent evaluation

Measuring the quality of tool-using agents by what they produced, not only by the final answer text.

Protocol-first runtime

The architecture of a stateful agent: contracts, state between steps, execution recovery.

These are lines of work, not published papers. When a preprint appears, a card with the date, authors and a link to the code will be here.