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1. spanIQ spanIQ Public

   Deterministic LLM evaluation and production monitoring without LLM-as-judge. Zero API cost. Fully reproducible scores.

   Python 5

2. TradeSenpaii TradeSenpaii Public

   AI stock research platform that surfaces SEC filing sentiment, technical signals & hypothesis analysis for retail investors. Not financial advice.

   Python 3

3. AegisDB AegisDB Public

   Autonomous database health monitoring and self-healing system.

   Python 6

4. agent-atcc agent-atcc Public

   ATC intercepts risky MCP tool calls from autonomous agents, holds them for human approval, and records the full intent → decision → action trace as OpenTelemetry spans in SigNoz.

   Python

5. SpanLedger SpanLedger Public

   An out-of-band auditor that proves whether your OpenTelemetry pipeline actually delivered what it claims to.

   Python

6. Vitals Vitals Public

   Vitals is a small service that turns your existing gen_ai OpenTelemetry spans into two alertable SigNoz signal families: cost velocity and quality drift.

   Python