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LLM Observability & Evaluation Platform

An LLM observability platform with tracing, offline evals, regression suites, and drift alerts for production apps.

PythonFastAPIPostgreSQLCI/CD
Abstract near-black and electric cyan cover illustration for the LLM Observability project, showing a tracing lattice with cyan span markers and eval gates.

Highlights

  • OpenTelemetry-based tracing for prompts, retrieval, and tool calls.
  • Offline eval harness with dataset versioning and CI regression gates.
  • Cost and latency dashboards with per-tenant budgets.

Outcomes

  • Caught 90% of prompt regressions before hitting production.
  • Reduced LLM spend by 34% via routing and prompt optimization.

Stack

  • Python
  • FastAPI
  • PostgreSQL
  • Kubernetes
  • CI/CD