# Agentic Pipelines Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/agentic-pipelines
> Markdown URL: https://aitinkerers.org/technologies/agentic-pipelines.md
> Technology record last updated: 2026-03-12T20:45:16Z
> Generated: 2026-08-25T20:09:00Z

Agentic Pipelines orchestrate specialized AI agents, enabling multi-step, adaptive workflows that autonomously plan, use tools, and course-correct based on intermediate results.

This technology is a critical upgrade: a shift from fixed, linear workflows to dynamic, autonomous systems. The architecture coordinates specialized sub-agents (e.g., Researcher, Coder, Validator) within a Directed Acyclic Graph (DAG) structure. A central Orchestrator agent manages the flow, utilizing a shared Memory component and a dedicated Toolkit (APIs, databases) to execute complex, multi-stage tasks. For example, a data analysis pipeline autonomously profiles data, selects cleaning techniques, and iteratively refines the analysis plan. This design ensures robust error handling and iterative refinement, delivering high-credibility, traceable outputs where a single Large Language Model (LLM) call would fail.

- Official technology site: https://emergentmind.com/agentic-pipelines-overview
- Public AI Tinkerers demos and talks: 2
- Result page: 1 of 1

## Recent Public Talks and Demos

### [AI for Capital Markets, Agents, Evaluation](https://london.aitinkerers.org/talks/rsvp_k2jEXYltQMw)

The talk will discuss the reality of building applications with generative models in environments that demand high quality and actionable responses in production. We’ll be going into our particular challenge of creating an application within the very domain-driven space we are working in (financial). We’ll also discuss strategies we are building to evaluate the output of generated by leveraging LLMs, and challenges around LLM evaluations for agentic pipelines.

- Event context: AI Tinkerers London - October Meetup 🎃 — 2024-10-31 — London
- Public talk page: https://london.aitinkerers.org/talks/rsvp_k2jEXYltQMw

### [Automated Red Teaming for Agents](https://bengaluru.aitinkerers.org/talks/rsvp_DZrw1J9m1Mc)

Bootstrapped adversarial inputs for Agentic Pipelines using the DsPy framework.

- Event context: AI Tinkerers - Bangalore Inaugural - RSVP REQUIRED — 2024-06-02 — Bengaluru
- Public talk page: https://bengaluru.aitinkerers.org/talks/rsvp_DZrw1J9m1Mc

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