# AIGNE CLI Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/aigne-cli
> Markdown URL: https://aitinkerers.org/technologies/aigne-cli.md
> Technology record last updated: 2026-03-30T12:59:48Z
> Generated: 2026-09-22T14:45:31Z

AIGNE CLI is the terminal-based command center for the AIGNE Framework, streamlining AI agent development from project scaffolding to production deployment.

AIGNE CLI is the official command-line tool for the AIGNE Framework (an ArcBlock Company product), providing a complete toolkit for building, debugging, and deploying production-grade AI agents. It simplifies the entire AI development lifecycle: use `aigne create` for project scaffolding, `aigne run` to test agents interactively, and `aigne serve-mcp` for one-click deployment as an MCP server. This powerful interface supports flexible configuration (multiple AI models) and includes built-in features for testing and observability (e.g., `aigne observe`) to ensure agent quality and stability.

- Official technology site: https://aigne.io
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [From Code to Docs in 300 Seconds: A Demo of an AI Multi-Agent System](https://seattle.aitinkerers.org/talks/rsvp_urGXGLPuyIo)

This demo provides a brief, technical deep-dive into DocSmith, a multi-agent system that automates documentation generation from source code. We will live-demo the aigne doc generate command on an undocumented codebase and trace the execution flow through the agentic workflow. Key technical steps covered include: - Source Loading: The loadSources agent recursively scans the repository, parsing .gitignore to build a context tree of relevant source files. - Reflective Structure Planning: A structurePlanning agent proposes a documentation hierarchy, which is then reviewed by a check-structure-planning-result agent in a reflection loop to ensure stability and correctness between runs. - Content Generation & Validation: A team of contentDetailGenerator agents works in parallel on the approved structure. Each piece of generated markdown is programmatically validated for issues like broken links, malformed tables, and invalid Mermaid diagram syntax before committing the content. - Git-Based Change Detection: We'll show how DocSmith uses the delta between the current and previous HEAD commit hashes to intelligently perform incremental builds, only regenerating docs for modified source files.

- Event context: Summer on the Lake - August Tinkerers Meetup! (Demos, Food, Friends) — 2025-08-28 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_urGXGLPuyIo

## Related Technologies

- [AIGNE Framework](https://aitinkerers.org/technologies/aigne-framework) ([Markdown](https://aitinkerers.org/technologies/aigne-framework.md)) — 1 public demo
- [Discuss Kit](https://aitinkerers.org/technologies/discuss-kit) ([Markdown](https://aitinkerers.org/technologies/discuss-kit.md)) — 1 public demo
- [Node](https://aitinkerers.org/technologies/node) ([Markdown](https://aitinkerers.org/technologies/node.md)) — 99 public demos