MCP Course
Testing and Security in MCP
MCP Part 6: An overview of testing using the MCP Inspector, and a discussion of common vulnerabilities, mitigation strategies, and MCP Roots.
Archive
Latest
MCP Course
Integrating Sampling into MCP Workflows
MCP Part 5: A deep dive into sampling, its working, code, use cases and best practices.
MCP Course
Building a Full-Fledged MCP Workflow using Tools, Resources, and Prompts
MCP Part 4: An in-depth exploration of MCP resources and prompts, followed by a hands-on demonstration of an MCP server utilizing tools, resources, and prompts for job search and analysis.
MCP Course
Building a Custom MCP Client
MCP Part 3: A step-by-step and from scratch implementation of the MCP client, plus a comparative overview of how MCP differs from both API and function calling.
MCP Course
Primitives, Communication and Practical Usage
MCP Part 2: An overview of key MCP primitives (capabilities), the MCP communication protocol and hands-on examples.
MCP Course
Background, Foundations and Architecture
MCP Part 1: An introduction to model context protocol (MCP), covering background, need and an overview of the architecture and operational mechanics.
LLM and Fine-tuning
Implementing LLaMA 4 from Scratch
A from-scratch implementation of Llama 4 LLM, a mixture-of-experts model, using PyTorch code.
AI Agents Course
10 Practical Steps to Improve Agentic Systems (Part B)
AI Agents Crash Course—Part 14 (with implementation).
