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

Receipts for consequential actions

Anything that moves money or changes irreversible state now stops for a signature and settles as a replayable record: inputs, outputs, cost, replay hash.

Note · 2026

Metering machine work on the Paxeer network

How policy-bound wallets, HTTP 402 payments, and zero-fee USDX settlement on LayerX 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.