| Requirements and specification | The AI engineer turns your idea into requirements and a product specification, and checks the design against them. | Writes plans and code from your prompt.[3] |
| What it is | AI hardware engineer with electronics and mechanical design tools | AI code editor and coding agent[1] |
| Where it runs | Runs in a browser. Projects stay in the cloud. | The Cursor desktop editor, the command line, and cloud agents that you start from the web, mobile, Slack, GitHub, or Linear[4] |
| Who does the design work | The Flux agent. Your engineers review and edit. | Developers give the agent software tasks.[1] |
| Schematic and parts | Built in, with 734,000+ public parts | Not built in. You connect outside tools and part data with scripts.[1] |
| Board layout and routing | Board layout and routing are part of the project | Not built in. You connect an outside board tool with scripts.[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 plans DDR topology and timing budgets, routes differential pairs and length-matched buses, tunes length and skew, fans out BGAs with blind, buried, and microvias, and sets trace impedance from your stackup. It checks the routed board with S-parameters, TDR, eye diagrams, crosstalk analysis, and a signal integrity, power integrity, and EMC review. 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 | Circuit, power and signal integrity, electromagnetic, thermal, and mechanical simulation. Flux also checks design rules. | Not built in. You connect outside simulators with scripts.[1] |
| Firmware | Writes firmware for the designed board | Writes code, including firmware[1] |
| 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 tools.[1] |
| Manufacturing files | Gerber, ODB++, IPC-2581, bill of materials, pick-and-place, and other manufacturing files. Flux checks copper gaps, silkscreen, board outlines, bills of materials, and pick-and-place files. | Not built in. Your scripts or outside tools write the files.[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. IDF 2.0 and 3.0 board files become board projects with the outline, cutouts, drilled and mounting holes, part placements, and 3D part heights. | 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 | Engineers and reviewers work in the same live project across electronics, mechanics, and firmware | Developers review the code changes and pull requests[4] |
| Product images, videos, and documents | Product images, product videos, datasheets, and regulatory documents, made from the design in the project. | Writes documentation and code, and generates images from text[3] |
| Mechanical CAD | Mechanical design stays connected to the board | Not built in. You connect an outside CAD kernel with scripts.[1] |
| Mechanical simulation | Finite-element stress, thermal, and airflow simulation | No mechanical simulation workspace.[1] |
| Mechanical manufacturing | STEP, STL, and 3MF files, plus quotes for 3D printing, CNC machining, sheet metal, and laser cutting | No CNC manufacturing workspace.[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 CNC toolpath or G-code workflow.[1] |
| AI models | Frontier models from several providers, including Claude and OpenAI | Cursor models and frontier models from OpenAI, Anthropic, Google, and other providers[2] |
| Tool licenses | No extra tool licenses to buy. The editor, mechanical CAD, parts data, simulation, and manufacturing outputs come with your Flux plan. | Each outside tool needs its own license or account, for example a Fusion 360 license[7] |
| Team knowledge and rules | Teams can record design rules and preferred parts once. Flux applies that guidance across projects. | Project rules, team rules, and AGENTS.md files[5] |
| Parallel work | One AI hardware engineer keeps related design work in a shared project and shows its progress to the team. | Many cloud agents at the same time, each in its own virtual machine[4] |