# DeepAgents Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/deepagents
> Markdown URL: https://aitinkerers.org/technologies/deepagents.md
> Technology record last updated: 2026-02-22T22:43:20Z
> Generated: 2026-08-26T00:13:54Z

A powerful agent harness for building autonomous AI systems with recursive planning, sub-agent delegation, and persistent file-system memory.

DeepAgents is the specialized framework for building autonomous AI systems that handle complex, multi-step workflows. Built on LangChain and LangGraph, the MIT-licensed Python library moves beyond simple tool-calling loops by providing a robust agent harness with recursive planning and sub-agent delegation. It uses a virtual file system to maintain persistent state across tasks spanning hundreds of steps (effectively preventing the context window overflow that plagues standard models). You can use built-in tools like write_todos to decompose high-level goals into discrete actions, while specialized sub-agents handle focused research or coding tasks. This architecture mirrors the design patterns found in production-grade systems like Claude Code and OpenAI's Deep Research, making it the standard for enterprise-level agentic automation.

- Official technology site: https://github.com/langchain-ai/deepagents
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Anita: A Proactive Synthetic Organism](https://cologne.aitinkerers.org/talks/rsvp_10X8PdiOc28)

Anita is a proof-of-concept architecture for building proactive AI agents that perceive and act on their own, instead of waiting for a prompt. Inspired by the Synths from the TV series "Humans" and by the OpenClaw project, the architecture is modeled after biological organisms: receptors perceive continuous streams of stimuli and react to them. The agent has "organs", "senses", a central "nervous system", and declarative "reactions". The key goal is extensibility, not just by the developer, but by Anita herself. In the demo, I'll fire stimuli into the running system and show how perceptions flow through reactions and produce actions.

- Event context: AI Tinkerers Cologne 4: Live Technical Demos — 2026-04-16 — Cologne
- Public talk page: https://cologne.aitinkerers.org/talks/rsvp_10X8PdiOc28

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