Blog

Notes from the people doing the work.

Engineering deep-dives on the protocols, pipelines, and products — written as we build them, published openly. The newest post leads; the archive runs below.

posts: 06
categories: 03

Filtershowing 06 of 06

FeaturedEngineering1 min readInside the Nokuva canvas: rendering VNode trees at 60fpsHow a validated component tree becomes a smooth, editable canvas — without a real browser in the loop.Jul 2, 2026Read the post

EngineeringJun 19, 2026 · 1 min readSynthetic data that survives validationGeneration is the easy half. Here's the validation pipeline behind our 10B-token code release.
EngineeringJun 5, 2026 · 1 min readScaling W0rktree to thousand-agent fleetsSource control built for humans breaks at agent scale. Snapshots and scoped context are how we fixed it.

From the archive

May 20, 2026CompanyWhat open by default means in practicePublishing openly is a workflow, not a press release. Here's how research leaves the building.1 min read
May 6, 2026EngineeringDesigning Foltrac's autonomous rollback policyAn agent that can deploy must know when not to. Inside the policy engine that decides.1 min read
Apr 22, 2026Research notesMeasuring context waste in production agentsMost context windows are mostly filler. Instrumenting the waste was step one toward 50x compression.1 min read