AI for Firmware Testing

Plan, record, and diagnose firmware tests in one place. AI analyzes your logs and traces issues back to the code. Full history. Zero guesswork.

Your tests generate hundreds of thousands of log lines. Sometimes millions. What broke? What can be optimized? The answers are in there, but the data is unintelligible. Hours disappear just making sense of it.

Complete records. Instant answers.

AI writes your test plan

Describe what you're testing. AI generates a plan, audits for coverage, and spots blind spots before you run anything.

What are you testing?

Testing BMS cell balancing under thermal stress.
Voltage range 3.2V-4.2V, temperature -20°C to 60°C.

Test Plan

Test Plan: BMS Cell Balancing

1. Verify balancing activates at ΔV > 50mV

2. Confirm balancing disabled below -10°C

3. Test failsafe trigger at cell temp > 55°C

4. Validate SOC reporting accuracy ±2%

5. Check CAN message timing under load

Coverage: 94%

⚠ Blind spot detected: No test for balancing during active charging

Your complete test history, always accessible

Every run, every result, every change—recorded and searchable across time.

Run	Date	Duration	Status	Build
#247	Dec 27, 14:32	4m 12s	PASS	v2.4.1
#246	Dec 27, 11:07	3m 58s	FAIL	v2.4.1
#245	Dec 26, 17:45	4m 03s	PASS	v2.4.0
#244	Dec 26, 14:22	4m 11s	PASS	v2.4.0
#243	Dec 25, 09:15	3m 47s	FAIL	v2.3.9

Trace failures to the code

AI analyzes results, spots anomalies, and points to the exact code responsible.

Test Log

[00:03:12.847] INFO BMS_Init complete

[00:03:12.912] DEBUG Cell voltages: 3.82 3.81 3.79 3.83

[00:03:13.156] INFO Balancing check started

[00:03:13.201] DEBUG Temp sensor read: 58°C

[00:03:13.445] WARN Thermal threshold exceeded

[00:03:13.892] ERROR Balancing aborted: THERMAL_FAULT

[00:03:14.156] DEBUG State transition: ACTIVE → FAULT

bms_balance.c

// line 142

if (cell_temp >THERMAL_LIMIT) {

set_fault(THERMAL_FAULT);← Issue traced here

abort_balancing();

return BMS_ERR_THERMAL;

}

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