Silvik boots your real firmware on a live, deterministic emulation of your board. Author test cases with AI or by hand, profile where every instruction and byte goes, and replay recorded sensor data to catch regressions. No lab. No bench. Just software.
// Silvik Hardware-in-the-Loop Test Assertion
#include <silvik/sil_emulator.h>
#include <tflite_micro/person_detect.h>
SIL_TEST_CASE(test_tinynn_quantization_drift) {
// Allocate tensor arena inside hardware SRAM 0x20000000
uint8_t arena[16384] __attribute__((aligned(4)));
SilContext *ctx = sil_init_target(TARGET_CORTEX_M4);
// Step 1: Run quantized INT8 inference on simulated NPU
TfLiteStatus status = RunInference(ctx, arena, &input_tensor);
SIL_ASSERT_OK(status);
// Step 2: Validate edge quantization output against FP32 ground truth
float max_drift = sil_get_inference_drift(ctx, LAYER_OUTPUT_3);
SIL_ASSERT_LESS_THAN(max_drift, 0.005f);
}No Lab. No Bench. Just Software.
Boot real firmware binaries, inject fault scenarios, profile memory down to the byte, and replay real-world sensor streams automatically.
Boot your real production firmware on live, deterministic board emulation. Profile exactly where every single instruction and byte goes without needing physical debug probes.
Break your running system before deployment. Inject power brownouts, corrupted register reads, stack collisions, and peripheral timeout failures to prove your firmware survives.
Author comprehensive software-in-the-loop test suites by hand or automatically generate edge test cases with AI to assert against live running firmware states.
Replay recorded real-world sensor streams to catch edge AI model drift, quantization loss, and firmware regressions automatically in your CI/CD pipelines.
No physical USB debug cables, no locked test benches, and no hardware availability bottlenecks. Silvik runs inside your cloud CI runners natively.
name: Embedded SIL Verification Pipeline
on: [push, pull_request]
jobs:
hardware-sil-emulation:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Initialize Silvik Hardware Emulator
uses: silvik-ai/sil-action@v2
with:
target-arch: 'cortex-m4, rv32imac'
memory-check: 'strict-heap-and-stack'
inference-drift-threshold: '0.005'
- name: Execute SIL Firmware Suite
run: silvik-cli test --firmware ./build/target_firmware.elfStart catching hardware bugs, stack corruption, and model drift in your automated pipelines today.