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Operational observability oracle for product and infra signals.

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smouj/Auralith

Auralith

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Operational metrics oracle for actionable system intelligence.

Vision

Converts telemetry streams into anomaly signals and prioritized insights.

What problem it solves

Raw metrics rarely translate into clear operational action.

Core superpower

  • Signal-to-action diagnostics with observability-first design

Key use cases

  • ✅ System monitoring
  • ✅ Anomaly detection
  • ✅ Capacity insights
  • ✅ Metric summarization

API surface

GET /metrics, WS /live, GET /health

Technical stack

  • Core stack: FastAPI + telemetry adapters + local anomaly models
  • Runtime: local-first, self-hosted friendly
  • Infra: Docker Compose + Caddy + Redis/Chroma/Ollama compatibility

Current status (Feb 2026)

  • ✅ Public scaffold available
  • ✅ Bilingual README (EN default + ES)
  • ✅ CI + release baseline configured
  • 🚧 Feature hardening in progress

Quick start

git clone https://github.com/smouj/Auralith.git
cd Auralith
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python -m src.auralith.cli --help

Documentation

Contributing

Contributions are welcome. Please read CONTRIBUTING.md.

License

MIT © 2026 smouj


Other skills

Explore the full ecosystem here: smouj/smouj

Signature: @Smouj013

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