nexartis agentic stack

Meet Ozzy Dev

The agentic product-development console that lives on your Mac. Product teams shape and approve the roadmap. Ozzy builds it. Dev teams oversee the result — at a high level, with receipts.

Oi mate!
Product team
Shape the roadmap

Draft initiatives, debate priorities, and approve waves of work — right in the console.

Ozzy Dev
Run the build

Ozzy takes the approved roadmap and fans out parallel agents to implement it, wave by wave.

Dev team
Oversee & approve

Review diffs and signed receipts at a high level. Approve what ships; send back what doesn’t.

Everything below started as a research paper in this console and shipped into the product. Ozzy doesn’t just use his tools — he measures them, and upgrades himself on the evidence.

Recursive self-improvement

Ozzy runs bandit experiments over his own tools and harnesses, keeps what wins, and retires what doesn’t.

Memory

Workspace memory that persists across sessions — decisions, docs, and code context he never relearns.

Read & search

One question in, one answer out. A mixture-of-experts router fans out across code, docs, and the web in parallel.

Edit & write

Batch edits with fast-apply models and atomic patches — surgical changes, even in very large codebases.

Parallelism

Waves of agents in isolated worktrees, orchestrated so no one treads on anyone else’s work.

Receipts

Every run is signed, scored, and logged. No receipt, no result — trust you can audit.

Ozzy Dev is the mac-local runtime implementation of Cubicle — the reference host that proves the whole Nexartis stack on a single machine.

KnowYourModel
KYM

The agent registry — cards, receipts, and votes. Where Ozzy’s agents are defined, tuned, and trusted.

Cubicle
SDK

The runtime contract. A Cubicle is the secured workspace an agent runs in — defined once, hosted anywhere.

HB3
containers

The container runtime adapter for heavyweight agents, when a job needs more than a dynamic worker.

“Righto — got a roadmap that needs building?”
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