HARDWIRE is an end-to-end autonomous platform designed to transform natural language product concepts into production-ready hardware designs. By leveraging a sophisticated multi-agent AI architecture, the system bridges the "complexity gap" between high-level creative intent and technical engineering implementation. For amateur builders and professional engineers alike, HARDWIRE eliminates the friction of manual component selection, circuit routing, firmware drafting, and enclosure design, providing a unified path from a single text prompt to a complete design package.
- Intelligent Spec Generation: Automatically translates ambiguous user requests into rigorous technical specifications and viable part lists by extracting data from real-world component datasheets.
- Electronics & HDL Synthesis: Features a specialized Electronics Agent that writes syntactically correct Verilog-2001 code. It integrates directly with the Yosys Open SYnthesis Suite to produce RTL gate-level schematics and netlists, ensuring the design is technically valid.
- Automated Firmware Development: Generates complete, compilable Arduino/C++ firmware tailored specifically to the synthesized circuit, including pin mapping, control logic, and interrupt handling.
- Generative Mechanical Assembly: Uses an Assembly Agent to measure 3D component models (STLs), calculate non-overlapping placements, and generate custom OpenSCAD scripts for 3D-printable housings with mounting standoffs and ventilation.
- Verification & Coaching: An integrated verification engine scores designs against the original prompt using LLM-based evaluation, providing syntax checks and five actionable "next steps" to guide users through iterative improvements.
The HARDWIRE pipeline operates through a coordinated hierarchy of agents powered by advanced models like Claude and Nemotron.
- Extraction & Planning: Upon receiving a prompt, the Data Extraction and Spec Generator agents work in parallel to identify necessary components and define the system architecture.
- Circuit & Logic Design: The Electronics Agent fetches technical datasheets from a Supabase-backed library to inform the generation of a unified Verilog module. This code is then synthesized using Yosys to verify logic and generate a visual RTL schematic.
- Mechanical Synthesis: Simultaneously, the Assembly Agent retrieves STL models of the selected parts. It performs geometric analysis to determine the optimal bounding box and generates an OpenSCAD assembly script that places components and wraps them in a precision-fitted enclosure.
- Final Packaging: The system outputs a comprehensive result set: 3D models (housing + assembly), functional Verilog code, a gate-level schematic, and ready-to-flash firmware.
Built on a modern stack of FastAPI, React, and OpenSCAD, HARDWIRE represents a paradigm shift in generative engineering, making hardware development as agile as software.