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.
Why this job: topics: agent-memory, llm-memory
What it does
- Checksum-backed decision logs. Every event is stored with a SHA-256 checksum over its content and audit fields (agent, session, parent, timestamp, sequence), and GET /v1/events/verify reports any row whose fields no longer match. Events are
- Causally linked history. Each decision points to the event that caused it, so an auditor can follow the full chain.
- Session replay. Step through any past session event by event.
- Time-travel debugging. Rebuild exactly what the agent knew at any moment with db.at().
- Drift detection. db.baseline() flags when an agent starts behaving differently from its history.
Get started
curl -fsSL https://raw.githubusercontent.com/ZIZKA-AI-SL/ZizkaDB/main/scripts/quickstart-remote.sh | bash - Maintenance
- Active
- Last commit yesterday
- Stars
- 160
- +6 this week
- Licence
- AGPL-3.0
- Share-alike, even hosted
- Downloads for
- None listed
- No release files
- Latest version
- v0.6.0
- Released 2 days ago
- Built with
- Python
- 57% of the code
Is it looked after?
- Contributors
- 8
- Last 90 days
- Issues
- 65% closed
- 32 still open
- Pull requests
- 264 merged
- 24 waiting
- Releases
- 11
- 11 in the last year
More: languages, topics, project record and preview image
Languages
- Python 57%
- TypeScript 37%
- Shell 4%
- JavaScript 1%
Topics
- agent-auditability
- agent-debugging
- ai-agents
- ai-audit
- ai-compliance
- audit-trail
- eu-ai-act
- llmops
- mcp-server
- session-replay
- tamper-evident-logs
- time-travel-debugging
Project record
- JobAgent memory
- StatusFeatured
- Commits918
- Forks43
- Watching7
- Stars in 28 days+34
- CreatedMay 10, 2026
- First seen by usNov 7, 2026
- CheckedNov 9, 2026