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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 BugTape?

BugTape is a cloud-oriented service designed to track errors and facilitate the debugging of web applications. It compiles user reports, captures unhandled errors from browsers, monitors unsuccessful or delayed network requests, and records server-side exceptions, systematically grouping these related occurrences into comprehensive issues. These issues can include browser replays based on the DOM (as opposed to video), network traffic information, console logs, stack traces, and contextual details regarding the release, all of which support developers in replicating and identifying failures. For addressing server-side errors, BugTape offers SDKs for Node.js and Python, alongside an alpha Swift package for managing errors on iOS and macOS systems. Development teams have the option to investigate issues directly within BugTape or utilize an MCP-compatible code agent, which enables them to receive prioritized issues, analyze a reproduction bundle, and update their progress referencing pull requests. If an issue that has been previously resolved reoccurs in a later version, BugTape can identify it as a regression. This capability is vital for maintaining a high standard of quality in software development, as it allows teams to swiftly respond to recurring problems. Consequently, BugTape plays an essential role in aiding development teams to troubleshoot and overcome challenges faced in web applications and APIs, thereby enhancing the overall user experience and contributing to the dependability of digital platforms.

Media

Media

Integrations Supported

CrewAI
Docker MCP Gateway
LangChain

Integrations Supported

ChatGPT
Claude Code
Cursor
Datadog
Discord
GitHub
Grok
Model Context Protocol (MCP)
OpenAI Codex
Slack
Telegram
WhatsApp

API Availability

API Availability

Has API

Pricing Information

Free
Open Source
Free Version

Pricing Information

$0
Free: $0, up to 100 new issues per month, 150 monthly credits, one project, three members, and seven-day event retention. Prepaid credits: $10 USD for 2,000 credits, with no monthly subscription; credits do not expire and provide Pro limits while the balance remains. Pro: $29 USD per month, with 10,000 monthly credits, up to 5,000 new issues per month, unlimited projects, 10 members, and 30-day event retention. Checkout may add applicable tax.
Free Version

Supported Platforms

SaaS
Windows
Mac
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Not specified

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Zizka AI SL

Date Founded

2026

Company Location

Spain

Company Website

zizka.ai

Company Facts

Organization Name

BugTape

Company Website

bugtape.ai/

Categories and Features

Database

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

Categories and Features

Bug Tracking

Not specified

Debugging

Not specified

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