Climax

PRIVATE AI CONTROL PLANE

Control private compute from the AI interface you choose.

Climax connects ChatGPT or a Climax web UI to one private host or a fleet, then routes authorized work into native tools and agentic runtimes.

See the control paths Technical strengths
Single + multi-host Desktop + mobile Local + API intelligence
Climax control path ChatGPT and a desktop or mobile web interface connect through Climax to private hosts, which run native and agentic execution planes. CONTROL PATH / LIVE TOPOLOGY ChatGPT Web / Work CONTROL + OPENAI Climax web UI DESKTOP / MOBILE CLIMAX AUTHORITY · ROUTING · RECOVERY Private host Host fleet NATIVE · PI · AGENTS · TOOLS

01 / PRODUCT MODEL

Four layers. No mandatory model chain.

ChatGPT can supply both the control surface and intelligence. The Climax web UI can instead use API or local models. The host remains the execution authority.

01

Control surface

ChatGPT Web / Work Climax web UI
02

Intelligence source

ChatGPT / OpenAI API LLM Local LLM
03

Target compute

One private host Multiple hosts / fleet
04

Execution / agentic plane

Native shell / process Pi OpenClaw Hermes Codex Claude Grok Custom runtime

02 / CONTROL PATHS

Three operating patterns.

Each path reaches the same Climax authority model while preserving the topology that fits the job.

A / CHATGPT → ONE HOST

Direct control of a private machine.

ChatGPT Web or Work sends a scoped request through Climax. The target host decides what may run and reports the execution outcome.

One hostHost authorityNative + agentic
ChatGPT to one host ChatGPT connects through Climax to one private host, then to native execution, Pi, OpenClaw, Hermes, and other tools. ChatGPT WEB / WORK CLIMAX CONTROL LAYER Private host NATIVE / PI / OPENCLAW / HERMES / OTHER TOOLS INTEGRATION DEPTH VARIES BY PLANE

B / CHATGPT → MULTIPLE HOSTS

One interface. Multiple execution owners.

Climax coordinates host selection and routing while each machine keeps its own execution truth and authority.

Fleet routingProject scopeHost-local truth
ChatGPT to multiple hosts ChatGPT reaches a Climax coordination layer that routes work to several private hosts with host-local execution planes. ChatGPT CLIMAX COORDINATION Host A Host B Host C EACH HOST OWNS ITS EXECUTION OUTCOME

C / CLIMAX WEB UI → ONE OR MANY HOSTS

Remote operations without an SSH-first workflow.

Use a desktop or mobile Climax interface with local and/or API intelligence, then reach private hosts through an appropriate connectivity path.

Desktop + mobileLocal / API LLMCloudflare / Tailscale
Climax web UI to one or many hosts A desktop and mobile Climax interface uses local or API intelligence, private connectivity, and then reaches one or many private hosts. Climax web UI Intelligence LOCAL LLM API LLM PRIVATE CONNECTIVITY CLOUDFLARE / TAILSCALE / OTHER Private host Fleet CLIMAX RUNTIME + EXECUTION PLANES

03 / TECHNICAL STRENGTHS

Control semantics that survive real operations.

The control surface can change. Host authority, execution truth, and recovery discipline stay explicit.

01

Explicit authority

Principal, project, workspace, host, privilege, and scope remain visible inputs to execution.

02

General execution

Commands, scripts, and processes do not depend on a fixed Climax catalog of every external tool.

03

Deterministic Pi path

Committed invocations can reach the execution harness without introducing another reasoning-model step.

04

Multi-host coordination

Routing can span a fleet without moving final execution truth away from the target host.

05

Reconcile before retry

Unknown outcomes are checked against target truth before replay, reducing duplicate-effect risk.

06

Interface independence

ChatGPT, web control, local models, API models, and private connectivity can share one host-control core.

04 / ECOSYSTEM

Native tools and agentic runtimes.

Climax can route work into multiple execution planes. Named systems do not imply identical integration depth or identical authority.

Execution

Native shell / processPiOpenClawHermesCodexClaudeGrokCustom

Intelligence

ChatGPT / OpenAIAPI LLMsLocal LLMs

Connectivity

OpenAI Secure MCP TunnelCloudflareTailscalePrivate ingress

05 / REMOTE OPERATIONS

One host at a desk. A fleet from a phone.

The same control model is intended for daily desktop use and remote mobile operation, with host selection and execution context visible before work is dispatched.

1 → Nhost topology
Webdesktop + mobile
Privatetarget compute

06 / PRODUCT STATUS

Late-stage qualification.

Climax is being qualified as an operational control layer, not presented as a speculative concept. Current work is focused on closing control-surface, connectivity, packaging, and release qualification around the established host-control core.

Host authority + recovery Control ingress Packaging + release