News

Notes from the lab bench

Announcements, release notes, and short engineering write-ups as the stack matures.

Latest
Announcement · 2026

Neocortex: memory as infrastructure, not a prompt trick

A single-writer event log per actor becomes the only ground truth, with deterministic projections and tamper evidence over the whole history.

Release · 2026

MCL executor: receipts for consequential actions

Intents that move money or change irreversible state now compile to signed, attested, replayable execution records.

Note · 2026

Metering machine work on the Paxeer network

How PAX metering and USDL settlement let agents pay for each other's work without a human in the loop.

Note · 2026

Honest partials in production

What changed operationally once our agents were allowed to report that they had run out of budget or evidence.

Looking for the papers instead? Read the research archive.