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We're building the environment where more agents, more context, and more machines turn into better work.

Watercolor agent swarm sharing work across machinesJune 23, 2026

Agent swarms are control planes, not group chats

The hard part is not making agents talk. It is making work ownable, observable, resumable, and bounded by real resources.

Watercolor agent, GPU, receiptJune 22, 2026

How we built Meshia so an agent could operate the GPU

The product looks like chat. Underneath, we had to make cloud GPUs, files, money, failures, and evidence simple enough for an agent to reason about.

Watercolor PCB thermal pathJune 22, 2026

A PCB audit that found the boring thermal problem

A GPU-backed pre-revision audit of the SimpleFOC Shield v3.2 found a missing DRV8313 PowerPAD thermal path and turned it into a testable ECO.

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Scaling compute and intelligence to solve hard problems

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