Flux vs Meta Muse: A personal AI agent for daily plans. An AI engineer for complete devices.

Meta Muse turns schedules, shopping, and long-term goals into action plans. Flux turns a hardware requirement into an electronics and mechanical design that your team can review in one live project.

Flux editor: the AI engineer plans and delegates tasks while the 3D view shows the complete device: enclosure, circuit board, and wiring

What Flux and Muse are

What Flux is

Flux is an AI hardware engineer for complete devices. It helps your team design electronics, mechanical parts, and firmware in one project, then verify the design and prepare manufacturing files.

What Meta Muse is

Muse is Meta's personal AI agent.[1]

Muse turns schedules, shopping, and long-term goals into action plans.[2]

People can message Muse in its app or on WhatsApp. It can connect to email, calendars, payments, and smart-home tools, and it runs in a dedicated secure virtual machine with the user's data.[2]

What Muse does

Turn goals into plans

Muse can turn schedules, shopping, and long-term goals into action plans.[2]

Connect personal services

Muse connects to email, calendars, payments, and smart-home tools.[2]

Use a dedicated app or WhatsApp

People can message Muse in its app or through WhatsApp.[2]

A live project for the complete hardware design.

Muse is a personal agent for plans and everyday tasks. Flux is an AI hardware engineer for professional teams. It connects electrical, PCB, mechanical, and firmware design with simulation and manufacturing files in one shared project.

An engineer holds a board in a green enclosure
Flux brings the board and enclosure into one product design.
Flux compared with Muse
Feature Flux Muse
Requirements and specification The AI engineer turns your idea into requirements and a product specification, and checks the design against them. Turns schedules, shopping, and long-term goals into action plans.[2]
What it is AI hardware engineer with native tools for electronics and mechanical design Meta's personal AI agent.[1]
Where it runs Use Flux in your browser without installing software. Projects stay in the cloud. Dedicated app and WhatsApp.[2]
Who does the design work The Flux agent. Your engineers review and edit. People direct Muse through messages and connected services.[2]
Schematic and parts Draw schematics with 734,000+ public parts available. No built-in schematic design workspace.[1]
Board layout and routing PCB layout and routing are built in No built-in board layout and routing workspace.[1]
Placement and routing The AI engineer places the parts and routes the board like an experienced designer. Your engineers review and edit. No built-in PCB trace-routing tools.[1]
High-speed design The AI engineer routes differential pairs, tunes lengths, and sets trace impedance from your stackup. Your engineers review and edit. No built-in PCB signal-integrity analysis.[1]
Parts and sourcing 734,000+ public parts, with live prices and stock from distributors No built-in electronics parts library.[1]
Simulation and design rule checks SPICE, electromagnetic, thermal, and mechanical simulation with design rule checks No built-in hardware simulation workspace.[1]
Firmware Write firmware for the board it designs Muse Code plans, writes, and validates code in a terminal.[3]
Wiring harnesses Built in. Flux designs the wiring harnesses between the boards: connectors, pinouts, and wires, in the same project. No built-in wire-harness design workspace.[1]
Manufacturing files Manufacturing outputs include Gerber, ODB++, IPC-2581, bills of materials, and pick-and-place files No built-in hardware manufacturing-file workflow.[1]
Quotes and orders Quotes and orders for boards, 3D printing, CNC machining, and wire harnesses, from the project. No built-in hardware quoting or ordering workflow.[1]
Import from other tools Imports complete projects from Altium, OrCAD and Allegro, KiCad, PADS and Xpedition, CADSTAR, Eagle, Fusion Electronics, EasyEDA, DipTrace, and SOLIDWORKS PCB. Flux imports Labcenter Proteus SDF netlists with Specctra board exports. IPC-2581 revision B and C files become board projects with reusable footprint parts. No built-in EDA project importer.[1]
Versions, branches, and merges Full change history. The AI engineer forks a design into a second version, keeps both, and merges the changes that you pick. No native hardware design version history.[1]
Who reviews the work Your electrical, layout, mechanical, and firmware team reviews one live browser project. You prompt the assistant and review its responses.[1]
Product images, videos, and documents Product images, product videos, datasheets, and regulatory documents, made from the design in the project. Creates action plans from schedules, shopping, and goals.[2]
Mechanical CAD Create mechanical parts with kernel-agnostic CAD, from enclosures to robot arms. No built-in mechanical CAD design workspace.[1]
Mechanical simulation Finite-element stress, thermal, and airflow simulation No built-in mechanical simulation workspace.[1]
Mechanical manufacturing STEP, STL, and 3MF files, plus quotes for 3D printing, CNC machining, sheet metal, and laser cutting No built-in mechanical manufacturing workflow.[1]
CNC toolpaths and G-code The AI engineer writes the toolpaths, the G-code, a toolpath preview, and a setup sheet for the parts that it designed. No built-in CNC toolpath or G-code workflow.[1]
AI models Frontier models from several providers, including Claude, OpenAI, and Gemini models Muse models[4]
Tool licenses The Flux plan includes the editor, mechanical CAD, parts data, simulation, and manufacturing files. Access through the Muse app or WhatsApp.[2]
Team knowledge and rules Define rules for your organization once. Flux applies them across projects and checks every design. Connects email, calendars, payments, and smart-home tools.[2]
Parallel work Projects progress in parallel with team updates. Flux requests approval before major changes. Muse Code runs parallel persistent subagents.[3]

Orchestration

Connect the hardware disciplines.

Flux keeps electrical and mechanical design together with firmware and manufacturing files in one product project.

One product requirement

The board and its physical parts stay connected to the same design goal.

Coordinate board and enclosure

Align mounting holes, connectors, and openings in the product design.

Review the complete design

Your team can inspect electrical and mechanical work from one place.

Keep the project current

Changes and comments stay with the live design for everyone to review.

Example

A complete sensor device

Flux keeps the board, its mounting points, the connectors, and enclosure openings together. Engineers can review the electronic and mechanical design as one device.

Built for teams

Give engineers and reviewers one project.

Your team can open Flux in a browser and collaborate on the current hardware design.

  • Live project sharing

    Keep revisions, comments, and design files in one cloud project.

  • Team design context

    Make standards, parts, and past decisions available to the team.

  • AI collaboration

    Review AI design work and continue in the same shared workspace.

  • Start in a browser

    Use Flux without installing local CAD software.

  • Use voice

    Talk to the AI hardware engineer from a computer or phone.

Engineer holding a finished board in its enclosure, designed with Flux

Customizable

Set the practices Flux follows.

Use your design guidance, connect services, and make Flux fit the way your organization works.

Organization guidance

Share design standards and approved parts with each project.

Layout and supplier rules

Define constraints for boards and fabricators.

Connected tools

Link MCP servers or web APIs to the engineering workflow.

Private service keys

Let admins manage API credentials without exposing them to the AI engineer.

Live project utilities

Add a power budget, product checklist, or interactive 3D assembly.

External AI access

Use Flux with Claude Code, Cursor, or other MCP-compatible tools.

Connect services your team already uses.

  • Onshape Onshape
  • Autodesk Fusion Autodesk Fusion
  • PTC Windchill PTC Windchill
  • Siemens Teamcenter Siemens Teamcenter
  • Arena PLM Arena PLM
  • OpenBOM OpenBOM
  • Duro Duro
  • GitHub GitHub
  • GitLab GitLab
  • Memfault Memfault
  • Golioth Golioth
  • Particle Particle
  • Nordic nRF Cloud Nordic nRF Cloud
  • Edge Impulse Edge Impulse
  • NI SystemLink NI SystemLink
  • SimScale SimScale
  • Octopart Octopart
  • SiliconExpert SiliconExpert

Design a physical product in one workspace

Turn hardware needs into a design

Flux connects product requirements to electrical and mechanical engineering work.

Include every part of the device

Keep the schematic, board, enclosure, firmware, and production data together.

Use the tools in one plan

Flux includes design editors, simulation, project import, and manufacturing support.

Select from 734,000+ public components

Live distributor data helps teams choose and source parts for the design.

Verify before fabrication

Check the design with simulation, electrical rules, and component datasheets.

Review with the whole team

Engineers can collaborate in one live project with organization and project controls.

Model-agnostic AI

Choose from multiple model providers

Flux runs frontier models from several providers, including Claude, OpenAI, and Gemini models. Adaptive model selection chooses a capable model for each engineering task and helps deliver frontier performance at 30% lower cost.

  • OpenAI
  • Anthropic
  • Google Gemini
  • More as they ship
Adaptive model selection

Frontier performance at 30% lower cost.

Flux chooses a capable model for engineering work with cost in view. Your team gets model choice and keeps the design connected to its tools.

Frontier AI models

  • Reasoning
  • Planning
  • Language

Flux engineering harness

  • CAD and EDA tools
  • Project context
  • Simulation
  • Design rules

Working hardware

  • Schematics
  • Boards
  • Enclosures
  • Firmware
  • Fab files
  • Product videos

Select from several providers

Use frontier models from multiple providers in the Flux hardware project.

Work with built-in engineering tools

Flux provides models with access to project context and design workflows.

Adopt new models in place

Use model updates without migrating your project or design environment.

Avoid a single-provider choice

Keep the option to use multiple model providers for engineering work.

Consider capability and cost

Adaptive selection considers what the engineering task needs and the model price.

One platform

One AI engineer for every part of the product.

Muse plans personal activities. Flux organizes the design of a physical product across electrical and mechanical engineering.

  1. USB-C power input schematic in Flux

    Electrical engineering

    Convert the product brief into parts, schematics, and simulated circuits.

  2. Routed board layout of the ESP32 x86 PC in Flux

    PCB layout

    Place and route the board, set its layers, and check design rules.

  3. Boards, enclosure, and mounts in one model

    Mechanical design

    Make enclosures and mounts that fit board holes and connectors. Import STEP models and use the shared electrical and mechanical parts library.

  4. STM32 current-loop firmware that Flux wrote and compiled, in a syntax-highlighted code block

    Firmware

    Develop firmware for the board and build, analyze, and unit test it.

  5. Bill of materials with stock and pricing

    Manufacturing

    Source components, get quotes, and prepare production files for the full device.

A guitar pedal board in a purple enclosure, next to a red board with the Flux logo
Flux brings the board and enclosure into one product design.

Verification lab

Review checks across the product.

Flux uses simulation and design checks to help your team review hardware before manufacturing.

Circuit simulation

Analyze analog, power, and mixed-signal circuits with SPICE.

Electromagnetic simulation

Review routed-board impedance, signal parameters, coupling, and antennas.

Thermal simulation

Check heat and airflow for boards and mechanical enclosures.

Fluid simulation

Study the enclosure cooling paths around fans, vents, and heat sinks.

Mechanical simulation

Evaluate stress on the product's enclosures and mounting parts.

Design rule checks

Check the schematic and board against electrical and production rules.

Datasheet verification

Check component ratings and pinouts against the part datasheets.

SPICE load step of a 3.3 V buck converter
SPICE load step of a 3.3 V buck converter
Thermal map of top and bottom copper
Thermal map of top and bottom copper
Stress analysis of an aluminum bracket
Stress analysis of an aluminum bracket
S-parameters of a USB data line, simulated on the routed board
S-parameters of a USB data line, simulated on the routed board

Sourcing

Select parts with current distributor data.

Flux checks live availability and compares prices for electronic components and mechanical hardware.

  • Digi-Key Digi-Key
  • LCSC LCSC
  • Mouser Mouser
  • Arrow Arrow
  • Verical Verical
  • TME TME
  • HQonline HQonline
  • McMaster-Carr McMaster-Carr
  • MISUMI MISUMI
  • JLCMC JLCMC

Manufacturing

Get quotes for the physical product.

Flux can request live pricing for boards, assemblies, cables, and mechanical manufacturing.

Circuit boards and assembly

  • JLCPCB JLCPCB
  • PCBWay PCBWay
  • OSH Park OSH Park
  • AISLER AISLER

Mechanical parts

  • Craftcloud Craftcloud
  • JLC 3D printing JLC 3D printing
  • PCBWay 3D printing PCBWay 3D printing
  • Shapeways Shapeways
  • OSH Cut OSH Cut
  • SendCutSend SendCutSend

Cables and wiring harnesses

  • MiniProto MiniProto

Keep hardware data protected.

  • SOC 2-aligned cloud infrastructure
  • Single sign-on for team members
  • Project-level permissions
  • Design inputs and outputs stay your intellectual property
  • Flux does not train on customer data

Flux pricing

  • Explore

    See current pricing

    Trial terms depend on your current offer.

  • Build

    See current pricing

    Trial terms depend on your current offer.

  • Pro

    See current pricing

    Trial terms depend on your current offer.

  • Teams

    See current pricing

    Teams subscriptions start paid.

Eligible individual plans include a free trial. Teams subscriptions start paid; trial and pricing terms depend on your current offer. See all plans

When to use which

Use Muse for personal plans and connected daily tasks. Choose Flux when your team needs an electronics and mechanical design that is ready for manufacturing. Flux's AI engineer does design work in hours; the same work without Flux takes days or weeks.

Questions

Start a hardware project with Flux.

Review Flux plans for your team or schedule a product walkthrough.