How mayank953/live-class-2026 works
This repository is a hands-on Agentic AI course, organized as dated weekend lessons. A learner progresses from Python and Pydantic foundations through agent construction and frameworks, then studies MCP concepts and builds server-backed examples such as TimeTrack. The graph follows the README’s curriculum arc and the available class folders; sampled source confirms representative MCP and TimeTrack behavior, but not every lesson’s implementation. Later LangGraph and deployment topics are documented in the README but have no supported source path in the supplied tree.
Main entry points: main.py TimeTrack Server · 12-13 Sep - Building & Deploying MCP Servers MCP Servers · 01 - 27 Jun - Python Setup & API Basics Python Basics · 02-03 - 28 Jun & 4 Jul - Python Refresher & Pydantic Deep Dive Pydantic Deep Dive
Components 18
Programming Foundations
- Python Basics
Weekend 01 - 27-28 Jun/01 - 27 Jun - Python Setup & API Basics - Pydantic Deep Dive
Weekend 01 - 27-28 Jun/02-03 - 28 Jun & 4 Jul - Python Refresher & Pydantic Deep Dive
Agents And Frameworks
- Agent Anatomy
Weekend 02 - 4-5 Jul/04-05 - 5 Jul & 11 Jul - Anatomy of an Agent & The Agentic Loop - Pure Python Agent
Weekend 02 - 4-5 Jul/04-05 - 5 Jul & 11 Jul - Anatomy of an Agent & The Agentic Loop - LangChain
Weekend 03 - 11-12 Jul/06 - 12 Jul - Introduction to LangChain - Model Layer
Weekend 04 - 18-19 Jul/07-08 - 18-19 Jul - LangChain Family & the Model Layer - Tools And Agents
Weekend 05 - 25-26 Jul/09-10 - 25-26 Jul - Structured Output & Tools (CineBot) - Memory And Middleware
Weekend 06 - 1 Aug/11-12 - 1-8 Aug - Agents, Memory & Middleware
MCP Lessons
- MCP Introduction
Weekend 09 - 22-23 Aug/23rd Aug - MCP - MCP Primitives
Weekend 10 - 5-6 Sep/06 Sep - MCP Primitives & Architecture - MCP Servers
Weekend 11 - 12-13 Sep/12-13 Sep - Building & Deploying MCP Servers
MCP Applications
- Warmup Server
Complete MCP/mcp-warmup/server.py - Recipebox Servers
Complete MCP/first-mcp-server/recipebox_fastmcp.py - TimeTrack Server
Complete MCP/TimeTrackProject/timetrack mcp server/main.py - TimeTrack Database
Complete MCP/TimeTrackProject/timetrack mcp server/database.py - TimeTrack Web UI
Complete MCP/TimeTrackProject/timetrack mcp server/static/app.js
Other components
- Learner
- Working MCP App
Connections 18
- Learner → Python Basics: studies first
- Python Basics → Pydantic Deep Dive: builds on
- Pydantic Deep Dive → Agent Anatomy: prepares for
- Agent Anatomy → Pure Python Agent: implements
- Pure Python Agent → LangChain: moves to
- LangChain → Model Layer: explores
- Model Layer → Tools And Agents: applies
- Tools And Agents → Memory And Middleware: extends into
- Memory And Middleware → MCP Introduction: advances to
- MCP Introduction → MCP Primitives: examines
- MCP Primitives → MCP Servers: builds toward
- MCP Servers → Warmup Server: implements
- MCP Servers → Recipebox Servers: implements
- MCP Servers → TimeTrack Server: implements
- TimeTrack Server → TimeTrack Database: reads and writes
- TimeTrack Web UI → TimeTrack Server: calls REST API
- TimeTrack Server → TimeTrack Web UI: serves frontend
- TimeTrack Server → Working MCP App: demonstrates