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ZizkaDB
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ZizkaDB

Active·★ 144·NOASSERTION·Updated 2026-10-22

ZizkaDB is a self-hosted audit trail for AI agents, designed to help you understand why an agent misbehaves. It provides a causal graph to trace back from any agent step to its root cause, making debugging and analysis straightforward.

#AI Agent Debugging#Audit Trail#Causal Tracing#Observability#Self-hosted#LangChain#CrewAI
$ Install
$ curl -fsSL https://raw.githubusercontent.com/Zizka-ai/ZizkaDB/main/scripts/quickstart-remote.sh | bash
↗ Visit site★ GitHub
01

Features

01Causal Tracing with `db.why()`
02Interactive Dashboard for Causal Chains
03Agent Behavior Drift Detection
04Time-Travel and Context Reconstruction
02

Compatibility

Python
SDK
Verified via docs
Docker
Deployment
Verified via docs
LangChain
Integration
Verified via docs
CrewAI
Integration
Verified via docs
TypeScript
SDK
Verified via docs
REST API
API
Verified via docs
03

Quick start

1
$ curl -fsSL https://raw.githubusercontent.com/Zizka-ai/ZizkaDB/main/scripts/quickstart-remote.sh | bash
04

Use cases

↳Debugging Misbehaving AI Agents
↳Understanding Agent Decision-Making
↳Auditing Agent Interactions and History
↳Detecting Agent Behavior Drift
05

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On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
ZIZKA-AI-SL /
ZizkaDB
↗

Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.

144
Last commit1d ago
StatusActive
CategoryObservability
Links
Documentation↗Discussion↗Issues↗Releases↗
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