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Engineering

How Praxis is actually built.

Architecture notes, engineering decisions, and posts from the team shipping autonomous AI workforces. Less marketing, more diff.

How we work

Code over plans

Every employee ships an artifact. Plans are stale by the time they're written.

Fluid Compute, not edge

Full Node.js on Vercel Functions. Same regions, no cold-start tax.

Streams or it didn't happen

Every model call streams. Every UI surface renders progressively.

Writing

From the lab.

Why we ripped out LangChain

Three months in we had four orchestration layers. We deleted three.

Coming soon

Praxis Engineering: code as a first-class artifact

Real commits, real deploys. How the engineering employee actually ships.

Coming soon

Voice latency: 480ms to 110ms

Streaming TTS, deferred barge-in detection, and the path to feel-instant.

Coming soon

More posts as we ship them. We’re not in a rush to fill this page; everything that lands here will be honest about the tradeoffs.

Stop hiring. Start deploying.

Praxis is live. Free to start. The Console is the door.

Or email luis@conduitai.io directly.