Documentation

Paprika is the deterministic debugging runtime for AI agents. Capture execution records, enforce policies, and replay failures safely. Everything you need to understand and integrate Paprika.

Getting Started

Quickstart

Install Paprika, write your first agent, and understand replay in 5 minutes.

Core Concepts

Runtime

Understand how PaprikaRuntime wraps agent execution with tracing and policy enforcement.

Execution Records

Learn the ExecutionRecord schema: steps, input hashes, status, and structured traces.

Policies

Set runtime guardrails with max_steps, max_tokens, and max_repeat_hashes.

Replay

Master deterministic replay and mismatch detection for regression testing.

Integration

Integrations

Use Paprika with Vanilla Python, LangGraph, CrewAI, or AutoGen.

CLI

Learn the command-line tools: runs list, inspect, diff, and ui.

Configuration

Configure trace storage, policies, and environment settings.

Ready to get started?

Start with the quickstart to install Paprika and run your first agent with tracing.

Go to Quickstart