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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: 08
categories: 03

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FeaturedEngineering4 min read

One origin, three consoles: how cloud.legionedge.ai ships

The new consoles run as Next.js zones behind a single origin on GKE. Here's why, and the pipeline that rolls them out on every push to main.Oct 14, 2026Read the post

EngineeringOct 14, 20264 min read
One IAM console, three scopes
The same feature modules run your organization's IAM and ours. How scope references, personal credentials and a sidebar that records nothing keep that safe.
EngineeringJul 2, 20261 min read
Inside the Nokuva canvas: rendering VNode trees at 60fps
How a validated component tree becomes a smooth, editable canvas — without a real browser in the loop.

From the archive

Jun 19, 2026Engineering
Synthetic data that survives validation
Generation is the easy half. Here's the validation pipeline behind our 10B-token code release.1 min read
Jun 5, 2026Engineering
Scaling W0rkTree to thousand-agent fleets
Source control built for humans breaks at agent scale. Snapshots and scoped context are how we fixed it.1 min read
May 20, 2026Company
What open by default means in practice
Publishing openly is a workflow, not a press release. Here's how research leaves the building.1 min read
May 6, 2026Engineering
Designing Foltrac's autonomous rollback policy
An agent that can deploy must know when not to. Inside the policy engine that decides.1 min read
Apr 22, 2026Research notes
Measuring context waste in production agents
Most context windows are mostly filler. Instrumenting the waste was step one toward 50x compression.1 min read

Notes from the people doing the work.

One origin, three consoles: how cloud.legionedge.ai ships

One IAM console, three scopes

Inside the Nokuva canvas: rendering VNode trees at 60fps

From the archive

Synthetic data that survives validation

Scaling W0rkTree to thousand-agent fleets

What open by default means in practice

Designing Foltrac's autonomous rollback policy

Measuring context waste in production agents