FastICLE
FastICLE is an open-source framework and CLI for orchestrating and training specialized expert agents using in-context reinforcement learning. It supports multi-agent systems and mixture-of-experts architectures, targeting AI researchers and developers.
Open SourceMITCLI
Overview
5 featuresFastICLE sits in PulseGate's Frameworks & SDKs category. It simplifies the training and orchestration of specialized expert agents using in-context reinforcement learning. FastICLE is an open-source project aimed at AI researchers and developers building agentic systems. The project is open source (MIT). FastICLE is available on the command line.
Behind FastICLE is makoeta, and it first shipped in 2026. The project is developed in the open on GitHub with 82 commits in the last 90 days. Among its 5 catalogued features are multi-agent orchestration, expert agent training, and In-context RL.
Summary written by a language model from the project’s public pages.
- Multi-agent orchestration
- Expert agent training
- In-context RL
- Mixture-of-experts
- CLI interface
Tags
multi-agent-frameworkin-context-learningreinforcement-learningmixture-of-expertsagent-orchestration
AI capabilities
Code
Weights: Open
Built with & integrations
Framework
FastAPI
AI providers
openai
Runs on
CLI
Trust & compliance
License
MIT
Verified signals
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about FastICLE
- What does FastICLE do?
- FastICLE simplifies the training and orchestration of specialized expert agents using in-context reinforcement learning. It is catalogued under Frameworks & SDKs on PulseGate.
- Who should use FastICLE?
- FastICLE is an open-source project built for AI researchers and developers building agentic systems.
- Is FastICLE free?
- Yes — FastICLE is open source under the MIT license and free to use.
- What platforms does FastICLE run on?
- FastICLE runs on the command line.
- Is FastICLE still active?
- The GitHub repository shows 82 commits in the last 90 days.
- What are alternatives to FastICLE?
- Similar projects tracked by PulseGate include metaclass-registry, mcp-docker, and Snippet Shortcodes.metaclass-registrymcp-dockerSnippet Shortcodes
- Who makes FastICLE?
- FastICLE is developed by makoeta.
- How long has FastICLE been around?
- FastICLE first shipped in 2026.
Also in Frameworks & SDKs
Same category — not a similarity match