Your cluster operations,
running themselves.
Nodus reasons about what to run and where, executes the work across your fleet, and repairs failures on its own — under your policy, and it shows its work.
Self-host on your cluster · or a managed control plane
Reason, execute, repair, learn — without a human in the middle.
You set the goal and the policy. Nodus runs the operational loop across your fleet and records the reasoning behind every move.
Decides what to run
The Decision Engine reasons over cluster state and knowledge to choose the next work — and why it's next.
Places it by capability
Work lands on a worker that can actually run it — GPU, tools, network, whatever the task requires.
Does the work
Agents and workers execute for real — run jobs, install software, even drive apps with no API.
Fixes and remembers
On a failure it reasons a repair; on a success it remembers what worked and reuses it fleet-wide.
Schedulers place containers. Pipelines run steps. Neither one reasons.
The operational thinking — what to run, where, what to do when it breaks, and why — is still on you. Nodus puts that brain in the loop, and keeps the receipts.
| Kubernetes | CI / workflows | Cloud agents | Nodus | |
|---|---|---|---|---|
| Reasons what & why to run | — | you script it | partial | Decision Engine |
| Executes real work across a fleet | containers | steps | one context | agents + workers |
| Self-repairs failures | restarts | retries | — | reasons a repair |
| Explains every decision | — | — | — | audit trail |
| Learns what worked | — | — | rarely | persists it |
It drove the hardest install we could find — by itself.
To prove the execution is real, a Nodus worker installed Unreal Engine end-to-end: it restored the launcher, navigated a stubborn web-rendered UI, clicked through install, pricing and location dialogs, and kicked off a multi-gigabyte download. No human touched the mouse.
Driving a GUI with no API is one of the hardest execution targets there is. If Nodus can operate that, it can operate your tools.
◈ learned the 5-step path → replays it from memory→ restore launcher window ok
→ navigate: Library → Engine Versions ok
→ click Install · 5.8.0 ok
→ accept pricing dialog ok
→ confirm install location ok
→ download started · 80.3 MB/s ok
— run complete · status: done · learned: 5 steps
It deployed this very page — and fixed its own command.
Nodus was given one goal: “deploy this site to Cloudflare Pages.” With no script and no human at the keyboard, it reasoned each command, read the output, and adapted — it tried wrangler deploy, saw that was the wrong sub‑command, and corrected to wrangler pages deploy on its own.
It pulled its Cloudflare token from its own secret manager, ran under your policy, and shipped — on a single desktop, locally, at $0. The page you’re reading is the artifact.
— observed the error, adapted, learned the working sequence› observe: fresh workspace, no build yet
› $ npm install ok
› $ wrangler deploy . wrong sub-command
› reason: pages project → needs pages deploy
› $ wrangler pages deploy . ok
› secret: CLOUDFLARE_API_TOKEN ← secret manager ok
— deployment complete · status: done · 3 steps
Your cluster, or ours.
Nodus is hybrid by design. Keep everything on your own hardware, or let us host the control plane and connect your workers.
On your cluster
Run the controller and workers on your own fleet — on-prem or your cloud. Nothing leaves your infrastructure; you own every node and every decision.
Hosted control plane
Let us run the brain. Connect your workers to a managed Nodus control plane and skip the setup — your work still executes on your machines.
Put the brain in your cluster.
Nodus is in private development. Join the waitlist for early access and build updates as autonomous operations come online.
No spam. Build updates and an early-access invite — that's it.