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Introducing Shifu Agent

Plug in a device. It just works.

Your company employs some of the best engineers in the world. And right now, some of them are spending their week staring at a PDF datasheet, manually mapping register addresses for a temperature sensor. They will write a custom driver. They will test it. They will containerize it. They will deploy it. And when the next sensor arrives — a different model, a different protocol — they will do it all over again.

This is not engineering. This is plumbing. And it is the single biggest reason industrial IoT deployments stall.

Today, we are putting an end to it.

Shifu Agent is an autonomous system that takes a freshly connected device — any industrial device, any protocol — and delivers a working, deployed, validated integration in about ten minutes. No driver code. No Dockerfiles. No copy-pasting register maps from datasheets. You plug in a cable, and the agent handles everything.

How It Works

You plug in a device. Any device — a Modbus sensor, an ONVIF camera, a BACnet controller, an OPC-UA endpoint. The agent detects it, identifies the protocol, pulls the device specifications, writes a driver, tests it against the real hardware, packages it into a container, and deploys it to Kubernetes.

You did not write a single line of code. You did not read a single datasheet. Ten minutes later, data is flowing.

Add Device dialog showing AI-native Describe Device mode
Shifu Agent onboarding an FTDI serial device with real-time progress tracking

And here is the part that changes the economics: the agent remembers. Every successful onboarding produces a reusable template — driver, config, and deployment manifest bundled together. The next identical device? Seconds. When you are deploying fifty sensors across a factory floor, that is not a convenience. That is a different world.

Successfully onboarded USB camera streaming a live frame with auto-discovered controls

When the agent hits something it cannot resolve on its own — missing credentials, proprietary register maps, non-standard quirks — it asks. Progress streams to your browser so you see exactly where it is and what it needs. You answer, and it picks up where it left off.

Device fleet showing USB camera online and FTDI serial device onboarding simultaneously

A cloud dashboard ties it all together — fleet-wide device status, edge agent health, cost tracking, new gateways claimed via QR code scan.

Admin dashboard with fleet-wide statistics: users, agents, devices, and LLM costs

Once onboarded, every device gets a full API — ready for Shifu Dev to build applications on top of.

Shifu Dev showing both onboarded devices with auto-generated API endpoints
FTDI serial device API: 6 endpoints including health check, register read/write, and device address management
USB camera API: 20 endpoints including frame capture, device info, and full camera controls

Watch It Work

Real hardware, real protocol detection, real deployment — start to finish, no simulation:

Shifu Agent demo: autonomous Modbus device onboarding with real hardware

Where This Goes

Every device Shifu Agent onboards makes the platform smarter. Every protocol quirk it resolves is resolved for every future customer. Today, we can take a single device from first cable to running Kubernetes pod in minutes. The goal is to onboard an entire facility — hundreds of devices, dozens of protocols — in a single operation.

We are not building a code generator. We are building the integration layer for the physical world.

Bring us your most annoying device — the one with the outdated documentation, the weird proprietary protocol, the one your team has been putting off for months. We will onboard it live, on a call, while you watch.

Book a demo

For technical details, see the Shifu Agent product page.

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