Agents
Build Agents That Never Forget
A first-principles walk through agent memory (open-source).
Agents
A collection of 38 posts
Agents
Advisor Strategy in Agents
Reduce token costs and improve performance...and how to use it with Claude!
AI Agents Course
A Practical Deep Dive Into Memory Optimization for Agentic Systems (Part C)
AI Agents Crash Course—Part 17 (with implementation).
AI Agents Course
A Practical Deep Dive Into Memory Optimization for Agentic Systems (Part B)
AI Agents Crash Course—Part 16 (with implementation).
AI Agents Course
A Practical Deep Dive Into Memory Optimization for Agentic Systems (Part A)
AI Agents Crash Course—Part 15 (with implementation).
AI Agents Course
AI Agents Course
A series of technical deep dives on AI Agents that covers fundamentals and backgrounds, Flows, Knowledge, Memory, implementation of Agentic Patterns from scratch, and much more (with implementations).
MCP Course
Building with MCP and LangGraph
MCP Part 9: Building a full-fledged research assistant with MCP and LangGraph.
LLMs
Build a Multi-agent Content Creation System
...explained step-by-step with code.
LLMs
A Free Mini Crash Course on AI Agents!
..powered with MCP + Tools + Memory + Observability.
MCP Course
Practical MCP Integration with 4 Popular Agentic Frameworks
MCP Part 8: Integration of the model context protocol (MCP) with LangGraph, LlamaIndex, CrewAI, and PydanticAI.
MCP Course
Sandboxing in MCP
MCP Part 7: A deep dive into understanding sandboxing and its need in MCP.
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.
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.
AI Agents Course
10 Practical Steps to Improve Agentic Systems (Part B)
AI Agents Crash Course—Part 14 (with implementation).
LLMs
Deploy a Qwen 3 Agentic RAG
Step-by-step code walkthrough.
LLMs
[Hands-on] Build an AI Agent With Human-like Memory
100% local, using open-source Graphiti.
![[Hands-on] Build an AI Agent With Human-like Memory](https://storage.ghost.io/c/3f/df/3fdf6ed2-17ac-4b12-a693-8078bd13e748/content/images/size/w400/2025/05/zep-memory-visual.gif)
AI Agents Course
10 Practical Steps to Improve Agentic Systems (Part A)
AI Agents Crash Course—Part 13 (with implementation).
AI Agents Course
Implementing Multi-agent Agentic Pattern From Scratch
AI Agents Crash Course—Part 12 (with implementation).
AI Agents Course
Implementing Planning Agentic Pattern From Scratch
AI Agents Crash Course—Part 11 (with implementation).
AI Agents Course
Implementing ReAct Agentic Pattern From Scratch
AI Agents Crash Course—Part 10 (with implementation).
LLMs
[Hands-on] Build a Multi-agent Brand Monitoring System
Scrape LinkedIn + X + YouTube + Web + Instagram hassle-free.
![[Hands-on] Build a Multi-agent Brand Monitoring System](https://storage.ghost.io/c/3f/df/3fdf6ed2-17ac-4b12-a693-8078bd13e748/content/images/size/w400/2025/05/brand-monitoring-animation.gif)
AI Agents Course
A Practical Deep Dive Into Memory for Agentic Systems (Part B)
AI Agents Crash Course—Part 9 (with implementation).
AI Agents Course
A Practical Deep Dive Into Memory for Agentic Systems (Part A)
AI Agents Crash Course—Part 8 (with implementation).
AI Agents Course
A Practical Deep Dive Into Knowledge for Agentic Systems
AI Agents Crash Course—Part 7 (with implementation).
AI Agents Course
Advanced Techniques to Build Robust Agentic Systems (Part B)
AI Agents Crash Course—Part 6 (with implementation).
AI Agents Course
Advanced Techniques to Build Robust Agentic Systems (Part A)
AI Agents Crash Course—Part 5 (with implementation).