# Agentic AI Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/agentic-ai
> Markdown URL: https://aitinkerers.org/technologies/agentic-ai.md
> Technology record last updated: 2026-02-23T14:23:10Z
> Generated: 2026-09-22T20:42:59Z

Autonomous AI systems that plan, execute, and adapt multi-step actions to achieve complex, high-level objectives with minimal human oversight.

This is the next generation of AI: a proactive digital colleague. Agentic systems use large language models (LLMs) as the core reasoning engine, orchestrating specialized AI agents to break down a broad goal (like 'optimize the supply chain') into actionable, real-time steps. Unlike traditional automation, which follows rigid rules, Agentic AI employs a continuous loop of perception, planning, and action, leveraging tools and memory to adapt its strategy on the fly. Gartner predicts that by 2028, one-third of all software will include this technology, automating up to 15% of daily tasks and creating scalable digital labor. This capability fundamentally shifts AI from a content generator to an independent, goal-driven executor.

- Official technology site: https://www.ibm.com/topics/agentic-ai
- Public AI Tinkerers demos and talks: 6
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Agentic AI for the real world](https://seattle.aitinkerers.org/talks/rsvp_arZH6O_FQOY)

Lightning AI has created an Agentic AI platform that orchestrates and executes workflows aimed towards solving real world problems. Using this platform I created a medical transcription service that operates in native japanese and cross references with a medical lexicon to validate technical accuracy of medical terms used. This alone is a business model that supports entire companies in the wider medical IT field.

- Event context: AI Tinkerers Seattle Summer Bash — 2026-07-29 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_arZH6O_FQOY

### [Local hosted version of AI deep research engine - (not API)](https://hong-kong.aitinkerers.org/talks/rsvp_5qPON4tUmME)

Completely local host version of Agentic research engine with chat interface, optimised for finance Based on Tonyi qianwen deep research But completely swap out all API required components. Completely local host and run on Mac Studio

- Event context: AI Tinkerers Hong Kong & GBA: Applied AI in Finance Demos — 2026-01-20 — Hong Kong
- Public talk page: https://hong-kong.aitinkerers.org/talks/rsvp_5qPON4tUmME

### [Homemade ( home made meals platform, distributed meals to end-consumers) /// Follow ( 21th century social network, for happy healthy users )](https://amsterdam.aitinkerers.org/talks/rsvp_hQJLwBXILxE)

I work with 2 AI entrepreneurs on 2 different projects. - Homemade ( home made meals platform, distributed meals to end-consumers) - Follow ( 21th century social network, for happy healthy users )

- Event context: AI Tinkerers Summer Social — 2025-08-27 — Amsterdam
- Public talk page: https://amsterdam.aitinkerers.org/talks/rsvp_hQJLwBXILxE

### [Leveraging a secure MCP Server Registry (Model Context Protocol) for Agentic AI Integrations](https://mumbai.aitinkerers.org/talks/rsvp_3APVx1cA0yw)

I will be showing live how to leverage model context protocol (MCP) for complex integrations of LLMs and Agentic AI systems with different systems and apps in minutes. Also tips on how to do this securely using a MCP Server Registry like fluidmcp thats secure and vetted.

- Event context: AI Tinkerers Mumbai Meetup - April — 2025-04-26 — Mumbai
- Public talk page: https://mumbai.aitinkerers.org/talks/rsvp_3APVx1cA0yw

### [Memory AI](https://boston.aitinkerers.org/talks/rsvp_hBUezPRv79U)

Memory AI is a system with a special process for saving memories of interactions with the user with full data encryption that keeps the user information safe from everyone, including me, the developer.

- Event context: AI Tinkerers Boston Meetup January 2025 — 2025-01-27 — Boston
- Public talk page: https://boston.aitinkerers.org/talks/rsvp_hBUezPRv79U

### [CopilotBuilder - Democratizing Generative AI agent creation for every organization](https://columbus.aitinkerers.org/talks/rsvp_AwGKD4NWtwk)

We will demo our platform that we have been working on for over 9 months that allows individuals and organizations of any technical competency to create and deploy incredibly sophisticated AI-based agents (called "Copilots"). We will walk thru our application architecture and discuss the challenges that we have faced over the past year to create the functionality that the current platform has.

- Event context: AI Tinkerers - Columbus December Meetup — 2024-12-05 — Columbus
- Public talk page: https://columbus.aitinkerers.org/talks/rsvp_AwGKD4NWtwk

## Related Technologies

- [Agentic](https://aitinkerers.org/technologies/agentic) ([Markdown](https://aitinkerers.org/technologies/agentic.md)) — 3 public demos
- [AGENTS](https://aitinkerers.org/technologies/agents) ([Markdown](https://aitinkerers.org/technologies/agents.md)) — 20 public demos
- [AI chat APIs](https://aitinkerers.org/technologies/ai-chat-apis) ([Markdown](https://aitinkerers.org/technologies/ai-chat-apis.md)) — 1 public demo
- [AI Copywriter](https://aitinkerers.org/technologies/ai-copywriter) ([Markdown](https://aitinkerers.org/technologies/ai-copywriter.md)) — 1 public demo
- [AI Image Enhancer](https://aitinkerers.org/technologies/ai-image-enhancer) ([Markdown](https://aitinkerers.org/technologies/ai-image-enhancer.md)) — 1 public demo
- [Copilot Evaluations](https://aitinkerers.org/technologies/copilot-evaluations) ([Markdown](https://aitinkerers.org/technologies/copilot-evaluations.md)) — 1 public demo
- [Cursor](https://aitinkerers.org/technologies/cursor) ([Markdown](https://aitinkerers.org/technologies/cursor.md)) — 65 public demos
- [Data encryption](https://aitinkerers.org/technologies/data-encryption) ([Markdown](https://aitinkerers.org/technologies/data-encryption.md)) — 1 public demo
- [Fluid MCP](https://aitinkerers.org/technologies/fluid-mcp) ([Markdown](https://aitinkerers.org/technologies/fluid-mcp.md)) — 1 public demo
- [fuctions](https://aitinkerers.org/technologies/fuctions) ([Markdown](https://aitinkerers.org/technologies/fuctions.md)) — 1 public demo
- [GraphN](https://aitinkerers.org/technologies/graphn) ([Markdown](https://aitinkerers.org/technologies/graphn.md)) — 1 public demo
- [Knowledge Graph](https://aitinkerers.org/technologies/knowledge-graph) ([Markdown](https://aitinkerers.org/technologies/knowledge-graph.md)) — 9 public demos
- [LangChain SDK](https://aitinkerers.org/technologies/langchain-sdk) ([Markdown](https://aitinkerers.org/technologies/langchain-sdk.md)) — 1 public demo
- [LLM](https://aitinkerers.org/technologies/llm) ([Markdown](https://aitinkerers.org/technologies/llm.md)) — 123 public demos
- [LLMs](https://aitinkerers.org/technologies/llms) ([Markdown](https://aitinkerers.org/technologies/llms.md)) — 83 public demos
- [Mac Studio](https://aitinkerers.org/technologies/mac-studio) ([Markdown](https://aitinkerers.org/technologies/mac-studio.md)) — 1 public demo
- [Memory AI](https://aitinkerers.org/technologies/memory-ai) ([Markdown](https://aitinkerers.org/technologies/memory-ai.md)) — 1 public demo
- [models](https://aitinkerers.org/technologies/models) ([Markdown](https://aitinkerers.org/technologies/models.md)) — 1 public demo