log-analysis — independent software & tools
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stacklens
Offline Java CLI that analyzes Spring Boot logs and stack traces — detects 13 failure types, shows exact location (class + line), occurrence counts, and severity. Pipe from kubectl or docker logs
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AILog
AI log triage for AOSP & Android Automotive — filters build/logcat noise, explains VHAL/CarService/framework errors with local (Ollama) or cloud AI