ObservabilityDebuggingDeterministic Replay

Epilog

Epilog debugging workspace
Epilog debugging workspace
Epilog trace ingestion flow
Epilog trace ingestion flow
Type

Product concept and prototype

Focus

Agent observability and RCA

Stack
FastAPIDashboard UISSE

Overview

Epilog is a debugging platform for AI agents that focuses on root-cause analysis instead of raw logs. It captures execution traces, tool calls, and UI artifacts so failures can be replayed and diagnosed with context.

What It Enables

  • Trace capture across agent steps and tool calls.
  • Real-time debugging sessions with deterministic replay.
  • Artifact comparison for UI-state mismatches.
  • AI-assisted diagnosis to explain failures and suggest fixes.

Outcome

A practical observability layer for complex agent workflows, designed to make agent behavior inspectable and trustworthy.

Code

GitHub: https://github.com/Sai-Krishna99/Epilog