AI Code Review for firmware

AI-powered firmware code review that catches register-level bugs, MISRA violations, and silent failure modes that generic tools miss.

The problem with generic tools

Generic AI code reviewers (CodeRabbit, Graphite, Copilot) don't know what a hardfault handler should look like, don't know that uxTaskGetStackHighWaterMark() exists, and can't reason about hardware-software boundaries.

What we review

■Missing hardfault handlers and fault register extraction
■RTOS stack overflow detection gaps
■Reset reason logging absence
■Persistent fault storage for field debugging
■DMA configuration errors and cache coherency issues
■MISRA compliance violations
■Interrupt priority and preemption configuration
■Volatile misuse and race conditions

AI Code Review by MCU family

Every MCU family has unique pain points. We tailor our ai code review to the specific peripheral sets, toolchains, and failure modes of each platform.

STM32

ST Microelectronics · ARM Cortex-M

ESP32

Espressif · Xtensa / RISC-V

nRF52

Nordic Semiconductor · ARM Cortex-M4F

RP2040

Raspberry Pi · ARM Cortex-M0+

MSP430

Texas Instruments · MSP430 (16-bit RISC)

Renesas RA

Renesas · ARM Cortex-M33/M4/M23