logcat.ai
AI agents that autonomously debug device operating systems across kernel, modem, and firmware
- Category
- Developer Tools
- Launched
- July 17, 2026
- Stage
- Pre-seed
- Pricing
- enterprise
- Founder
- Varun Chitre
- Website
- logcat.ai
logcat.ai builds autonomous AI agents that debug and develop device operating systems. Its core product, Diagnose , ingests log files from Android and Linux devices—including bugreports, logcat, dmesg, modem traces, CAN bus captures, and more—and performs multi step, cross layer investigation across kernel, HAL, framework, modem, and firmware. It forms hypotheses, correlates events across subsystems, and returns a cited root cause report in minutes, not weeks. A companion engine, Delta , compares logs across builds or devices to isolate regressions at 1GB+ scale. An upcoming research preview, Remediate , proposes AI generated patches with mandatory human approval gates, targeting BYOC deployments. Diagnose operates through native parsers for every major device software signal format, cross subsystem correlation, multi step autonomous reasoning, and line level citation. It can handle more than a dozen log types, including Android bugreports, QXDM/Shannon/MediaTek modem traces, CAN bus data, and embedded Linux logs from architectures like ARM, x86, MIPS, and RISC V.
Discovered via