TensorEQ Studio · the integrated hub for hardware-aware projects

Agents that
engineer.

One project — code, 2D circuits and 3D / CAD — built, measured and run by AI agents in a single Integrated Hub. Not an editor with a chat box.

A from-scratch Electron + TypeScript AI IDE — plus the Tensor Hardware Agent for VS Code / Code-OSS.
TensorEQ Console
The Integrated Hub

One canvas — code, circuits, and 3D / CAD

The centerpiece of the Studio: a single project surface that morphs between a 2D schematic editor, a 3D scene, and orthographic CAD views — the same parts read as a circuit, a model, and a measured drawing.

2D

Circuit

Schematic / PCB editor — drag real components (Arduino · Raspberry Pi · Jetson · micro:bit), wire them, set the canvas.

3D

Scene & CAD

Morph to a 3D scene, then switch to orthographic Front / Top / Right views with mm rulers — measurement that stays linear.

MFG

Model & make

Import glTF · FBX · OBJ · STL · 3DS · DAE · 3MF; analyse size / volume / watertightness; export STL.

One workspace

Hub, Agent, Browser, Editor & Terminal — side by side

Every surface is a resizable pane in one window. Open what you need from the toolbar, the Customize-Layout menu, or the command palette — drag the dividers, choose your layout. The Agent and Browser dock right alongside the Hub.

Integrated Hub

The 2D · 3D · CAD project canvas.

Agent

Gateway chat with model routing.

Browser

Embedded web — share a page with the agent.

Editor

Monaco + a zero-dep Code Graph.

Terminal

A real shell & the TensorEQ Console.

Command line

Get the TensorEQ CLI — one command, any shell

A session-first agent terminal for the TensorEQ gateway. Describe a goal in plain language and the agent chains its own tools — read and edit code, search the workspace, run git, fetch the web — to carry it out. Zero dependencies, just Node 18+; run tensoreq from PowerShell, Command Prompt, bash or zsh.

Install — Windows · macOS · Linux
# install once, globally $ npm install -g @tensoreq/cli # then run it anywhere $ tensoreq
No npm? One-line install
# Windows · PowerShell PS> irm https://tensorequalizer.com/install.ps1 | iex # macOS · Linux $ curl -fsSL https://tensorequalizer.com/install.sh | sh
Or run from the repo

via npm

$ npm run TensorEQ

Windows · PowerShell

PS> node .\tools\teq-cli.js

Linux · macOS

$ node tools/teq-cli.js

Why the CLI

Agentic tool-use

Type a goal, not a command. The agent picks and chains its tools in a loop until the task is done — powered by Claude through the gateway.

Slash-command menu

Type / for a live, filtered list of commands — ↑ ↓ to move, Enter to run.

Session sign-in

/login google · github mints a session token; /logout clears it.

Model routing

/models lists the TensorEQ series; /use switches the active model per session.

MCP bridge

/mcp status · servers · tools surfaces your Model Context Protocol tools.

Governed like the Studio

Containment active, usage guarded — the same safety boundary the whole runtime uses.

Part of the workspace

Runs as a terminal profile beside the Hub, Agent, Browser and Editor — not a separate window.

The toolset

Fifteen commands — each a slash command and an agent tool

Everything the agent can do, you can run yourself by name. Every capability is both a /slash command and a tool the agent chains on its own.

Read code

/map · /outline · /find · /read · /json
Map the project, outline a file's symbols, search the source, read with line numbers, pull a JSON value by path.

Change code

/edit · /mv
Exact-match edits and new files, rename or move — workspace-scoped, unique-match, never a blind overwrite.

Git

/diff · /log
Working-tree changes and recent commit history — what changed now, and what changed before.

Web

/http
Fetch a public page or API to clean text — SSRF-guarded, every redirect re-validated.

Observability

/usage · /labs
Your plan quota against your allowance, and the platform's model-run activity and cost.

Work

/knowledge · /todo · /ocr
OKF knowledge notes, a workspace TODO/FIXME scan, and offline image-to-text OCR.

Building blocks

Compose agents from building blocks

An agent isn't a black box — it's assembled from composable pieces in the workspace. Add what it should know, follow, react to, and reach.

Skills

Reusable capabilities the agent can pull in on demand — discovered straight from the workspace.

shipped

Instructions

Persistent rules & context that shape how every agent behaves — your house style, enforced.

shipped

Hooks

Run logic on lifecycle events — e.g. inspect or react to every tool result, automatically.

shipped

MCP Servers

Plug in Model Context Protocol servers to extend agents with external tools & data.

shipped

Plugins

User-built tools & hooks (the Plugin SDK) the runtime picks up automatically. A connector is a plugin with tools.

shipped

Connectors

Typed integrations — GitHub, Postgres — that give agents real, credential-scoped tools.

shipped
Platform

One project model, nine engineering domains

A project is born into a domain — the Studio gives it that domain's bus, safety boundary and runtime shape. The model spans nine domains; the build is early and honest, starting with Aerial.

Aerial

in build

Ground mobility

planned

Marine

planned

Industrial IoT

planned

Robotics

planned

Edge AI

planned

Embedded MCU

planned

XR

planned

Web

planned
Governed & measured

Every action is classified, authorized, traced

One execution engine: read / mutate / exec effects, authority by source, idempotency, and a live read-only Execution Surface showing what happened and why — with real per-agent cost.

Honest about where it is

Shipped, not promised

Integrated Hub — 2D circuit · 3D scene · orthographic CAD · 3D import · STL exportshipped
Coexisting panes (Hub · Agent · Browser · Editor · Terminal) + Project Workspace aspectsshipped
Customizations — Agents · Skills · Instructions · Hooks · MCP · Plugins · Connectors · Marketplaceshipped
Tensor Hardware Agent — 18 skills for VS Code / Code-OSSon VS Code Marketplace
Platform domains beyond Aerial · live telemetry surfacesin build
Hosted runtime gateway · cloud account · billingroadmap
Contact

Talk to the developer

Questions, bugs, partnerships, or hardware / board integrations — reach the TensorEQ developer directly.

Get started

Run your first agent today.

Get the CLI