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What is ZizkaDB?

ZizkaDB by Zizka AI is an operational database and intelligence layer built for teams running AI agents in production. The platform helps teams understand why an agent did what it did by capturing agent decisions, causal lineage, replayable sessions, behavioral baselines, and drift alerts. ZizkaDB is designed for situations where production agents change behavior after prompt tweaks, skip tool policies, answer the same question differently, or produce failures that ordinary logs cannot explain. With ZizkaDB, teams can replay a full session, inspect the decision trail, identify the exact source of behavior change, and confirm when a baseline has been restored. The platform supports event logging from Python, TypeScript, MCP, and REST, with one API key per agent and no heavy infrastructure project required. Teams can run ZizkaDB as an open source AGPL stack with Docker Compose or use the managed cloud version. The self-hosted version includes Activity, Behavior, Reports, and Suggestions, while managed cloud adds Fleet ranking across agents and projects. ZizkaDB also supports semantic search on history, time travel, cross-agent fleet queries, and checksum-backed events for tamper-evident decision history. Enterprise options include single-tenant VPC deployment, up to 50 agents, a Fleet dashboard, integration workshops, and dedicated support. The platform positions itself between traces, memory systems, and vector databases by focusing specifically on agent decisions, lineage, behavioral drift, and operational debugging. By combining production replay, causal lineage, drift alerts, behavioral reporting, self-hosting, managed cloud, SDKs, MCP support, and enterprise deployment, ZizkaDB helps AI teams stop debugging agents in the dark.

What is Sentry?

Sentry is an end-to-end observability and application monitoring platform built to help organizations improve software quality, accelerate debugging, and reduce production incidents. By unifying error monitoring, distributed tracing, logs, metrics, profiling, session replay, uptime monitoring, and AI-powered diagnostics, Sentry provides a complete view of application health and performance. The platform automatically correlates incidents with code changes, pull requests, releases, and ownership information, enabling teams to quickly identify root causes and implement fixes. Its AI debugging and code review capabilities analyze historical application data, detect regressions, recommend solutions, and generate merge-ready patches, helping organizations maintain development velocity while delivering reliable software at scale.

Media

Media

Integrations Supported

Adapt
Akitra Andromeda
Auggie CLI
Azure Marketplace
Buddy
Coral
Craft CMS
Idobata
JupiterOne
LOGIQ
Motileo
PagerTree
Rootly
Splunk Enterprise
Squadcast
Stackpile
TanStack
Vanta
Zenflow
next-forge

Integrations Supported

Adapt
Akitra Andromeda
Auggie CLI
Azure Marketplace
Buddy
Coral
Craft CMS
Idobata
JupiterOne
LOGIQ
Motileo
PagerTree
Rootly
Splunk Enterprise
Squadcast
Stackpile
TanStack
Vanta
Zenflow
next-forge

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Open Source
Free Version
Free Trial Offered?

Pricing Information

$29/month
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Zizka AI SL

Date Founded

2026

Company Location

Spain

Company Website

zizka.ai

Company Facts

Organization Name

Sentry

Date Founded

2012

Company Location

United States

Company Website

sentry.io

Categories and Features

Database

Backup and Recovery
Creation / Development
Data Migration
Data Replication
Data Search
Data Security
Database Conversion
Mobile Access
Monitoring
NOSQL
Performance Analysis
Queries
Relational Interface
Virtualization

Categories and Features

Application Performance Monitoring (APM)

Baseline Manager
Diagnostic Tools
Full Transaction Diagnostics
Performance Control
Resource Management
Root-Cause Diagnosis
Server Performance
Trace Individual Transactions

Bug Tracking

Backlog Management
Filtering
Issue Tracking
Release Management
Task Management
Ticket Management
Workflow Management

Issue Tracking

Assignment Management
Dashboard
Escalation Management
Issue Auditing
Issue Scheduling
Knowledge Base
Project Management
Recurring Issues
Scheduling
Task Management

Quality Management

Audit Management
Complaint Management
Compliance Management
Corrective and Preventive Actions (CAPA)
Defect Tracking
Document Control
Equipment Management
ISO Standards Management
Maintenance Management
Risk Management
Supplier Quality Control
Training Management

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