# Agentic loop Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/agentic-loop
> Markdown URL: https://aitinkerers.org/technologies/agentic-loop.md
> Technology record last updated: 2026-07-07T14:56:01Z
> Generated: 2026-09-21T03:47:37Z

An agentic loop is an iterative execution cycle where an AI agent independently perceives, reasons, acts, and self-corrects until it achieves a specific, verifiable goal.

Think of the agentic loop as the engine that upgrades a standard AI chatbot into a fully autonomous worker. Instead of stopping after a single prompt, the system operates in a continuous, self-directed loop: it analyzes a task, selects the right tools (like GitHub or Greptile), executes an action, evaluates the output against a target metric, and refines its next step. This design shines in highly structured, binary environments (such as automated code reviews or SEO generation) where the agent can run independently until it hits a defined stopping condition (like a 5/5 quality score or a strict token budget limit).

- Official technology site: https://www.mindstudio.com/blog/what-is-an-agentic-loop
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Live fixing an agent defect](https://paris.aitinkerers.org/talks/rsvp_V8gBM8cPPv4)

Ashley is my personal assistant for the AI Tinkerers community. Today she unsubscribed our Paris organizer, Abdoulaye, from ten different things! She should definitely not have done that! This will be a nice thing to show the community since I'm here with Abdoulaye in Paris now.

- Event context: Offstage w/ Docker feat ClickHouse — 2026-07-07 — Paris
- Public talk page: https://paris.aitinkerers.org/talks/rsvp_V8gBM8cPPv4

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