Hardware-free firmware simulation and testing with Simantic AI agents

This solution builds a firmware simulation layer for AI agents and engineers, enabling them to test and verify firmware code and make evidence-based decisions in seconds without physical development boards. Users can spin up virtual boards via a single API call and integrate them with AI code reviewers and CI/CD pipelines to validate firmware on every commit.

Hacker Newsshong0504

Simantic

Added 2026-10-31 · originally published 2026-10-29

Steps

1Write firmware code or have an AI agent write it for you.
2Use Simantic's virtual board feature to program and run firmware via a single API call in the terminal.
3Leverage the simulation layer as a verification engine, allowing the AI code reviewer to make informed, evidence-based decisions.
4Configure the hardware project's CI/CD pipeline so that every commit validates the firmware on a simulated version of the microcontroller.

Copy-ready prompt

Please help me write firmware code for [enter your microcontroller model or application scenario, e.g., flight controller / electric vehicle], run and test this code using Simantic's virtual board API, check its performance regarding [enter specific test metrics, e.g., timing accuracy or functional logic], and provide evidence-based modification suggestions based on the simulation results.

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#AI Agent#Firmware Development#Automated Testing#Hardware Simulation

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