EMBEDDED SYSTEMS
Keep firmware, pins, modules, and the physical board aligned
Embedded failures often come from code, board connections, and environment metadata drifting apart. IterXAI keeps those facts in one project so a successful compile is not mistaken for a successful device.
For MCU projects, robot control, sensor devices, teaching firmware, edge nodes, and custom carrier-board development.
Define the real hardware contract first
Controllers, finished modules, power, interfaces, and pins enter the project truth before firmware work begins.
- ESP32/STM32/Arduino
- Real module pins
- Power and logic-level constraints
- Device and flash targets
Validate builds, simulation, and devices separately
Toolchain availability, build artifacts, simulated behavior, and the physical board are different evidence layers and require separate checks.
- Compilable code
- Build receipts
- Simulation results
- Physical device tests
Move from a dev board to your own carrier
Prove behavior with a mature development board, then converge stable connections into a manufacturable and reviewable board.
- Dev-board prototype
- Carrier connections
- BOM and footprints
- Fabrication and integration records
PHYSICAL OUTCOMES
Embedded project outputs
- 01Hardware and firmware contract
- 02Build artifacts and receipts
- 03Pins and connections
- 04Carrier-board files
- 05Serial and physical tests
QUESTIONS
Embedded development questions
Which languages and platforms are supported?
The public product direction covers C, MicroPython, and Rust around common MCUs and finished modules. Exact support follows the actual managed toolchain.
Does a successful compile prove the hardware works?
No. A compile proves part of the code and toolchain. Connections, power, firmware identity, and the physical device require separate evidence.
Can it work with an existing project?
Yes. Begin with the existing source, board, and module facts, align the current real state, then make changes.
START WITH ONE REAL PROBLEM
Realign one embedded project's hardware and software
Provide the controller, modules, code, and current failure. We will begin at a verifiable boundary.
Try the embedded AI IDE →