# Simantic Launches Firmware Simulation for AI-Driven Hardware Development Accelerating hardware validation by replacing physical devboards with high-accuracy virtual simulation environments. - **Source:** [Hacker News: Launches](https://news.ycombinator.com) - **Published:** 2026-10-29 - **Topic:** [Software & Engineering](https://brifing.si/c/engineering) - **Original article:** - **On Brifing:** https://brifing.si/s/c5820faa-a2e7-433f-84c8-cf550b78cb42 ## Bridging Firmware and AI Simantic introduces a simulation layer designed to enable AI agents to test and validate firmware without physical hardware. Founded by former Neuralink and Tesla engineers, the platform addresses the bottleneck of manual testing on devboards. By automating the validation loop, developers can now execute code tests in seconds rather than hours. ## Core Platform Capabilities The service provides virtual devboards accessible via API calls directly from the terminal. It includes an AI-powered code reviewer that makes evidence-based decisions using the simulation engine as a verification source. Additionally, users can integrate a CI/CD pipeline that validates firmware against a simulated microcontroller version on every single code commit. ## Safety-Critical Industry Applications The platform is currently utilized for bare-metal and RTOS development in high-stakes sectors like avionics, robotics, and electric vehicles. For these safety-critical systems, robust simulation is essential because firmware changes directly impact human safety. Simantic helps startups validate complex satellite firmware at a fraction of the cost of physical development modules. ## Limitations of Open Source The founders initially built their MVP as a wrapper around existing open-source frameworks like Renode and QEMU. However, they encountered significant limitations, including slow merge speeds for contributions and performance bottlenecks due to the Dotnet architecture. Furthermore, these tools were often too bloated for specific needs and lacked the timing accuracy required. ## Custom Rust-Based Engine To overcome previous limitations, the team developed a proprietary simulation engine written entirely in Rust. Unlike general-purpose open-source frameworks that prioritize breadth, this engine focuses on deep accuracy for select models. This shift allows for precise validation of timing-sensitive systems, which is a critical requirement for professional firmware engineering and hardware development. ## Continuous Hardware Validation Simantic maintains dedicated hardware validation rigs that operate 24/7 to ensure simulation models remain close to real-world hardware. These setups utilize Saleae Logic MSO and SWD buses controlled by Linux PCs. By running Claude continuously to identify gaps between simulation and physical reality, the team ensures high fidelity for all supported microcontroller models. ## Deployment and Accessibility The cloud-hosted simulator is currently available for immediate use, while developer plan licenses offer native binaries for local machine execution. The platform currently supports STM32F0, F4, H7 series, ESP32-S3/C3, and RP2040 microcontrollers. The team is actively expanding this library by releasing new models on a weekly basis to accommodate diverse hardware engineering workflows. ## Impact on Development Velocity By enabling AI agents to make decisions based on simulation evidence, Simantic significantly reduces the reliance on manual intervention. This transition from physical testing to automated virtual validation transforms the firmware development lifecycle. It allows teams to iterate faster, reduce hardware costs, and maintain high safety standards in complex, high-value engineering projects. ## Sources covering this story - https://news.ycombinator.com/item?id=50291116 — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._