AI Agent Talks & Meetup by Capabl

Offline Agentic AI MasterCamp (AIM): 6-Week workshop
A complete deployment ready program for Developers, Freelancers & Product Managers to be Agentic AI professionals

Week 1:- LLMs, Agents & Prompts: The Why & How (10:00 AM to 2:00 PM)
Day 1: Getting Started, Journey to AI Agents, Basics of LLMs, When and why go agentic
Day 2: Prompt Engineering - Basics to Advanced

Week 2:- Getting Started with Agents, RAG (10:00 AM to 2:00 PM)
Day 3: Vector databases and memory buffers for stateful agents.
Day 4: How agents use external knowledge: Retrieval-Augmented Generation (RAG).

Week 3:-Agentic Architecture, Tooling, Guardrails (10:00 AM to 2:00 PM)
Day 5: Agentic design patterns and roles. Multi-agent architectures (routers, planners, specialists).
Day 6: Focus on building working prototypes with minimal code.

Week 4:- MCPs, Optimize (10:00 AM to 2:00 PM)
Day 7: Model Context Protocol
Day 8: Caching and Optimization Strategies

Week 5:- Deploy, Best Practices (10:00 AM to 2:00 PM)
Day 9: Deploy AI agents with database integration and monitoring.
Day 10: Best practices for prompts, agents, monitoring, and human oversight to manage AI performance and limitations.

Week 6:- Capstone (10:00 AM to 2:00 PM)
Wrap up with final team projects: build a usable AI agent MVP for a specific use case. Review recently released tools: e.g. OpenAI’s Assistants API and consider how it could fit into architectures. Discuss future trends and continuous learning cycles.