agentlens
★ 24
vs
ZizkaDB
★ 144
agentlens vs ZizkaDB
agentlens: AgentLens is an open-source observability tool designed for AI agents, capturing every LLM call, tool invocation, and decision. It stands out with a tamper-evident audit trail, cryptographically verifying events to ensure compliance and data integrity.; ZizkaDB: 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.
01
TL;DR
agentlensObservability · ★ 24
Monitoring and debugging AI agent runs in real-time.
ZizkaDBObservability · ★ 144
Debugging Misbehaving AI Agents
02
Side-by-Side Comparison
Field
agentlensZizkaDBCategory
Observability
Observability
Stars
★ 24
★ 144
License
MIT
NOASSERTION
Install Command
docker run -p 3400:3400 -e AUTH_DISABLED=true -e JWT_SECRET=dev-secret ghcr.io/agentkitai/agentlens
curl -fsSL https://raw.githubusercontent.com/Zizka-ai/ZizkaDB/main/scripts/quickstart-remote.sh | bash
Updated
5d ago
1d ago
Open Source
Yes
Yes
Tags
Observability, AI Agents, Audit Trail
AI Agent Debugging, Audit Trail, Causal Tracing
03
Features
agentlens01Python Auto-Instrumentation for 9 LLM providers
02Tamper-Evident Audit Trail with SHA-256 hash chains
03Real-Time Web Dashboard for monitoring and analytics
04LLM Call Tracking, cost aggregation, and latency measurement
05Cost Optimization with model recommendation engine
06Session Replay to step-through past agent runs
ZizkaDB01Causal Tracing with `db.why()`
02Interactive Dashboard for Causal Chains
03Agent Behavior Drift Detection
04Time-Travel and Context Reconstruction
04
Use Cases
agentlens↳Monitoring and debugging AI agent runs in real-time.
↳Ensuring compliance with regulations like EU AI Act Article 12 through verifiable audit logs.
↳Tracking and optimizing LLM costs and performance across agents and models.
↳A/B testing and benchmarking different agent variants for improved performance.
↳Analyzing past agent sessions with full context reconstruction for understanding behavior.
ZizkaDB↳Debugging Misbehaving AI Agents
↳Understanding Agent Decision-Making
↳Auditing Agent Interactions and History
↳Detecting Agent Behavior Drift
FAQ
FAQ
What is the difference between agentlens and ZizkaDB?
Both agentlens and ZizkaDB are in the Observability category. agentlens has 24 stars, while ZizkaDB has 144 stars.
Which is better, agentlens or ZizkaDB?
The best choice depends on your use case. Choose agentlens if Monitoring and debugging AI agent runs in real-time., and ZizkaDB if Debugging Misbehaving AI Agents.
Is agentlens free or open source?
Yes, agentlens is open source on GitHub (MIT).
Is ZizkaDB free or open source?
Yes, ZizkaDB is open source on GitHub (NOASSERTION).
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