Orkhub Devices

Give your agents a body.

Build an AI agent, connect it to any device, and invent what agent-driven hardware can do. The agent is the brain in the cloud; your device is its eyes and hands in the world.

Build a device agent $ see the snippet

ESP32 · Arduino · Raspberry Pi · any connected gadget · one API call

01 · How it works

Brain in the cloud, hands in the world.

The agent makes the judgment call — measured in seconds. The device keeps its own fast reflexes and asks the agent only for the decision. Agents reason; they don’t close control loops.

Build the brain

Describe your agent in plain English or write it in Python. The copilot wires the logic, tools, and guardrails.

Connect the body

Give your device a scoped key and ~15 lines of code. Any ESP32, Arduino, Raspberry Pi, or connected gadget.

Let it act

The device asks “what should I do?”, the agent decides, the device acts — and every decision leaves a receipt.

02 · Ideas to build from

Stealable starting points.

Not a catalog of finished products — sparks. Pick one, build it, fork it, and make it yours.

Start building

agriculture

Plant-cam waterer

Watches a moisture sensor + camera and decides when, and how long, to irrigate.

Build this

home

Reasoning doorbell

Looks at who's at the door, reasons about context, and decides whether to alert, greet, or admit.

Build this

fabrication

Self-correcting printer

Inspects a failed 3D print, diagnoses the cause, and adjusts the settings for the next run.

Build this

energy

Price-aware appliance

Runs the pump, charger, or heater only when grid power is cheapest — and logs why.

Build this

retail

Shelf watcher

A store camera that flags empty shelves and drafts the restock order, with a photo receipt.

Build this

safety

Anomaly monitor

Watches a sensor stream, escalates real anomalies with a reason, and stays quiet on noise.

Build this

03 · Connect in minutes

Your device, talking to an agent.

One HTTP call. The device sends what it’s sensing; the agent sends back a decision it can act on. No SDK to learn, no cloud to stand up.

It can see — Send a photo (image or image_url) and the agent reasons over what the camera sees — no extra setup.
Scoped device keys — Each device gets its own revocable, rate-limited key — never your master credential.
A command it can use — The agent returns a compact decision your firmware can switch on, not a paragraph.
A receipt for every call — Each device → agent decision is logged: what it asked, what it was told, when.

Create a device key Build an agent first

curl -X POST https://orkhub.com/api/agents/YOUR_AGENT/run \
  -H "Authorization: Bearer ork_your_device_key" \
  -H "Content-Type: application/json" \
  -d '{"input":"soil 18%, temp 34C — open the valve?"}'

# → {"ok": true, "response": "OPEN — soil below 25% and rising heat", ...}

Real, working call against a live agent. Point it at any agent you’ve built.

04 · Built on everything Orkhub has

The whole platform, pointed at hardware.

Device agents aren’t a separate product — they inherit every advanced thing Orkhub already does.

The copilot builds it

Describe what the device should decide; the agent gets written for you.

Fork & remix

Start from someone else's creation, twist it for your hardware, send changes back.

AI-reviewed changes

Every change request gets read by a model before it ships to a live device.

A receipt for every action

When an agent moves a valve or a lock, you see what, when, and why.

Runs on open models

Cheap open-weight models make thousands of device decisions affordable.

Always-on

The agent can reach out to the device on a schedule, not just answer when asked.

Build the first version of what hardware becomes when it can think.

Start building Explore agents

Orkhub Devices

Give your agents a body.

Build an AI agent, connect it to any device, and invent what agent-driven hardware can do. The agent is the brain in the cloud; your device is its eyes and hands in the world.

Build a device agent $ see the snippet

ESP32 · Arduino · Raspberry Pi · any connected gadget · one API call

01 · How it works

Brain in the cloud, hands in the world.

The agent makes the judgment call — measured in seconds. The device keeps its own fast reflexes and asks the agent only for the decision. Agents reason; they don’t close control loops.

Build the brain

Describe your agent in plain English or write it in Python. The copilot wires the logic, tools, and guardrails.

Connect the body

Give your device a scoped key and ~15 lines of code. Any ESP32, Arduino, Raspberry Pi, or connected gadget.

Let it act

The device asks “what should I do?”, the agent decides, the device acts — and every decision leaves a receipt.

02 · Ideas to build from

Stealable starting points.

Not a catalog of finished products — sparks. Pick one, build it, fork it, and make it yours.

Start building

agriculture

Plant-cam waterer

Watches a moisture sensor + camera and decides when, and how long, to irrigate.

Build this

home

Reasoning doorbell

Looks at who's at the door, reasons about context, and decides whether to alert, greet, or admit.

Build this

fabrication

Self-correcting printer

Inspects a failed 3D print, diagnoses the cause, and adjusts the settings for the next run.

Build this

energy

Price-aware appliance

Runs the pump, charger, or heater only when grid power is cheapest — and logs why.

Build this

retail

Shelf watcher

A store camera that flags empty shelves and drafts the restock order, with a photo receipt.

Build this

safety

Anomaly monitor

Watches a sensor stream, escalates real anomalies with a reason, and stays quiet on noise.

Build this

03 · Connect in minutes

Your device, talking to an agent.

One HTTP call. The device sends what it’s sensing; the agent sends back a decision it can act on. No SDK to learn, no cloud to stand up.

It can see — Send a photo (image or image_url) and the agent reasons over what the camera sees — no extra setup.
Scoped device keys — Each device gets its own revocable, rate-limited key — never your master credential.
A command it can use — The agent returns a compact decision your firmware can switch on, not a paragraph.
A receipt for every call — Each device → agent decision is logged: what it asked, what it was told, when.

Create a device key Build an agent first

curl -X POST https://orkhub.com/api/agents/YOUR_AGENT/run \
  -H "Authorization: Bearer ork_your_device_key" \
  -H "Content-Type: application/json" \
  -d '{"input":"soil 18%, temp 34C — open the valve?"}'

# → {"ok": true, "response": "OPEN — soil below 25% and rising heat", ...}

Real, working call against a live agent. Point it at any agent you’ve built.

04 · Built on everything Orkhub has

The whole platform, pointed at hardware.

Device agents aren’t a separate product — they inherit every advanced thing Orkhub already does.

The copilot builds it

Describe what the device should decide; the agent gets written for you.

Fork & remix

Start from someone else's creation, twist it for your hardware, send changes back.

AI-reviewed changes

Every change request gets read by a model before it ships to a live device.

A receipt for every action

When an agent moves a valve or a lock, you see what, when, and why.

Runs on open models

Cheap open-weight models make thousands of device decisions affordable.

Always-on

The agent can reach out to the device on a schedule, not just answer when asked.

Build the first version of what hardware becomes when it can think.

Start building Explore agents