Firebase for AI agents — serverless, stateful workflow execution at scale with built-in memory
Key Features
Multi-Agent
Single Agent
Human-in-the-Loop
Streaming
Async Support
Type Safe
Short-Term Memory
Long-Term Memory
Shared Memory
Plugin System
Custom Tools
MCP Protocol
A2A Protocol
Code Execution
Web Browsing
File System Access
Sandboxing
Guardrails
Structured Output
DAG Workflows
Visual Builder
CLI
API Server
Self-Hosted
Cloud Hosted
Community Feedback
Strengths
- Production-ready with 99.99% success rate
- YAML config simplifies workflow definition
- Infinite scalability
- Easy LLM provider switching at runtime
- First-class persistent memory
Weaknesses
- Learning curve for agent/session/YAML concepts
- Smaller community
- HOSTED BACKEND SHUT DOWN Dec 2025
Julep AI Details
| Organization | Julep AI |
| Organization Type | Company |
| Funding | Seed |
| Category | Framework |
| Subcategory | Orchestration |
| Deployment | SDK/Framework |
| Primary Language | Python |
| Runtime | Python 3.10+ |
| License | Apache-2.0 |
| Commercial Use | Permissive |
| Install Command | pip install julep |
| GitHub Stars | 6,605 |
| GitHub Forks | 974 |
| Release Cadence | Monthly |
| Maturity | Beta |
| Pricing Model | Free |
| Free Tier | Self-hosted is free (Apache-2.0) |
| Self-Hosted Free | Yes |
| Cost Model | free + LLM costs |
| Community Size | Small-medium |
| Community Activity | Moderate |
| Sentiment | Mixed |
| GPU Required | No |
| Confidence | High |
| Research Date | 2026-03-24 |
| LLM Providers | OpenAI, Anthropic, Google |
| API Keys Required | LLM provider API key |
Use Cases
- Stateful multi-step agent workflows
- YAML-defined agent pipelines
- Long-running agent tasks with persistent memory
- Scalable agent workflow execution
Similar Tools
When to Use
Best for: Self-hosted stateful AI agent workflows with YAML configuration
Avoid when: Need managed cloud hosting — hosted backend is shut down
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260324