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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 Flue?

Flue represents a cutting-edge framework aimed at building resilient AI agents within a customizable TypeScript setting. Created by the team behind Astro, it features a React-like hooks API that supports the development of various agent functionalities such as persistent state management, lifecycle events, and a variety of models and tools, all seamlessly integrated into the coding environment. These agents not only maintain their state but can also be accessed through HTTP protocols, ensuring context is preserved during interactions while they adapt their capabilities as tasks change. With Flue, every session is meticulously recorded in a dependable stream, facilitating task recovery even after unexpected crashes or restarts, which allows for a smooth continuation of interrupted sessions without requiring clients to start over. Developers have the option to run agents locally, utilize continuous integration, connect them with their own backend infrastructures, or manage them through services like Cloudflare Workflows and Inngest. The framework includes secure sandboxes where agents can carry out commands, alter files, and engage in productive tasks, while built-in tools provide connections to numerous APIs and data sources. Additionally, Flue is powered by Pi and supports various LLM providers, giving teams the flexibility to choose models that align with their specific requirements. This innovative framework ultimately equips developers with the means to create adaptable AI agents capable of responding to shifting demands and environments, enhancing their overall functionality and efficiency. By streamlining the process of agent creation, Flue not only simplifies the development journey but also opens up new possibilities for AI applications across diverse industries.

Media

Media

Integrations Supported

LangChain

Integrations Supported

Amazon Web Services (AWS)
Braintrust
Cloudflare
Daytona
E2B
GitLab
Google Chat
MySQL
OpenTelemetry
PostgreSQL
Redis
Render
Salesforce
Slack
Telegram
Twilio
TypeScript
Vercel
WhatsApp

API Availability

API Availability

Has API

Pricing Information

Free
Open Source
Free Version

Pricing Information

Pricing not provided

Supported Platforms

SaaS
Windows
Mac
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

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

Flue

Date Founded

2026

Company Location

United States

Company Website

flueframework.com

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

Agentic AI

Not specified

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