Real-Time Agent Observability Platform

A real-time agent monitoring platform that gives engineering teams full visibility into every agent span, from token counts to trace waterfalls. Once you deploy an agentic AI system you're flying blind: token usage, latency, and failure points are invisible without purpose-built instrumentation. This fills that gap.

A gRPC streaming pipeline (grpcio-aio + Envoy) ingests span events from instrumented agents with sub-second latency. An exportable Python SDK (AgentTracer) wraps any agentic workflow with a context-manager API: zero-friction instrumentation with no changes to agent logic.

Token counts (input, output, total)

Latency per agent step

Outcomes and error states

Full trace waterfall across multi-agent runs

Auth layer uses OIDC (Authorization Code Flow + PKCE) with attribute-based access control (ABAC). Clearance level, department, and ownership policies enforced per span at query time. Redis for PKCE state and session revocation.

React/TypeScript dashboard with live token usage charts and a span waterfall trace viewer.

Stack: Python, FastAPI, gRPC, React, TypeScript, PostgreSQL, Redis, OpenTelemetry, Docker.