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Description

ZizkaDB is an operational intelligence platform for AI agents that helps teams debug, monitor, and understand production behavior. The system is designed to go beyond basic logs by storing agent decisions, causal lineage, time-travel state, session replay, semantic history, and drift signals. ZizkaDB helps teams see why an agent made a decision, what changed after a prompt or deployment update, and where behavior diverged from an expected baseline. Developers can replay any session end to end, trace the decision chain, identify root causes, and roll back or fix regressions more quickly. The platform supports Python, TypeScript, MCP, REST API, Docker-based self-hosting, and managed cloud deployment. Its dashboards include Activity, Behavior, Reports, Suggestions, and Fleet features for managed cloud and enterprise users. Security and trust features include open source AGPL licensing, self-hosting, checksum-backed events, and single-tenant VPC deployment options. Pricing includes a free self-hosted plan, Pro and Team cloud plans, and enterprise licensing for private deployments. By combining replay, lineage, drift detection, behavioral baselines, cross-agent visibility, and flexible deployment, ZizkaDB helps teams fix agent behavior before production breaks.

Description

Neatlogs serves as a collaborative platform for debugging and enhancing AI reliability, equipping your team with all the necessary tools to effectively identify, comprehend, and resolve issues related to AI agents. Today, you can accomplish the following tasks: - Trace and replay: Observe your agent's actions in a detailed, step-by-step manner. - Detect failures: Automatically identify and flag issues in traces using various conditions, patterns, and classifiers. - Investigate: Utilize Neat AI to analyze runs and convert its insights into actionable fixes. - Evals: Direct traces to either human or AI reviewers to assess quality over time. - Experiment: Create versions of prompts, implement changes, and assess their performance against designated datasets. - Fix: Examine AI-generated solutions and send them to your coding agent for implementation. - Connect your tools: Integrate your applications through Tools and MCPs, allowing Copilot and Neat Agent to operate on your behalf. - Track production: Keep an eye on costs, latency, error rates, tools, and detection trends across all your traces. In contrast to other tools that cater solely to technical users, Neatlogs is designed to be user-friendly and easily comprehensible, ensuring that team members from various backgrounds can effectively engage with the platform. This approach empowers diverse teams to collaborate seamlessly in optimizing their AI systems.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

CrewAI Yes 
Docker MCP Gateway Yes 
LangChain Yes 

Integrations

CrewAI No 
Docker MCP Gateway No 
LangChain No 

Pricing Details

Free
Open Source
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Zizka AI SL

Founded

2026

Country

Spain

Website

zizka.ai

Vendor Details

Company Name

neatlogs

Country

India

Website

neatlogs.com

Product Features

Database

Backup and Recovery Yes 
Creation / Development Yes 
Data Migration No 
Data Replication Yes 
Data Search Yes 
Data Security Yes 
Database Conversion Yes 
Mobile Access No 
Monitoring Yes 
NOSQL No 
Performance Analysis Yes 
Queries Yes 
Relational Interface Yes 
Virtualization Yes 

Product Features

Alternatives

Alternatives