GitHub

Shannon

Agent frameworks

Observation pool · not formally ranked

This project does not currently meet the main index requirement of two current dimensions across two source types.

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Observed adoptionMissing

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MomentumCurrent · 2026-09-12

AttentionCurrent · 2026-09-12

Signal confidence Based on how many independent score dimensions currently have data.

Medium2/3 · 1 source types

Methodology v2.0 · snapshot 2026-09-12 · stale after 2 days

About

Ship reliable AI agents to production. Multi-strategy orchestration, swarm collaboration, token budget control, human approval workflows, and time-travel debugging — all built in. Live Demo

Multi-agent orchestration with execution strategies, WASI sandboxing, and built-in observability

This downloads config, prompts for API keys, pulls Docker images, and starts services.

Building from source? See Development below. >

Shannon provides multiple ways to interact with AI agents:

Download from GitHub Releases (macOS, Windows, Linux), or build from source:

Stop debugging AI failures. Start shipping reliable agents. GitHub · Docs

Across sources

GitHub Kocoro-lab/Shannon metrics & trend →

2.2k Stars

Stars 2.2k
Forks 351
Commits 98
Releases 9