Tag13 posts
ai-agents
Personal Agents Have Gone Mainstream
Within a year of OpenClaw, Meta, OpenAI, and Instinct launched personal agents. What stands between asking AI questions and handing it your errands?
A Guide to Building a Shared Knowledge Base for Your AI Agents
Build a shared knowledge base that you and your AI agents can use across tools and devices, with common notes, instructions, skills, and workflows.
Sandboxing an AI Agent
A guide to sandboxing AI agents: why an autonomous agent needs its own disposable computer, and the isolation tech underneath.
Agents Have Outgrown Workflows
Why the industry is shifting from handcrafted agentic workflows to agents operating inside harnesses, what that looks like in practice, and the trade-offs involved.
A Week with OpenClaw as My Personal Assistant
I spent the last week running my own personal AI assistant with OpenClaw. Here's what I built, what broke, and whether any of this is actually worth the effort and tokens.
Understanding MCP: How the Model Context Protocol Solves AI's Integration Problem
A complete overview of Model Context Protocol (MCP) and how it solves the M×N integration problem in AI development by creating a standardized interface between AI applications and external tools.
Agentic RAG Series - Part 3: Building a Comprehensive Agentic RAG Workflow: Query Routing, Document Grading, and Query Rewriting
A tutorial on building an advanced agentic RAG workflow that combines query routing, document grading, and query rewriting using LangGraph to create a robust, self-correcting retrieval system.
Agentic RAG Series - Part 2: Building an Agentic RAG Workflow with Query Router Using LangGraph
A coding tutorial on building an agentic RAG workflow with a query router using LangGraph, enabling the system to intelligently choose between Wikipedia and web search retrievers based on query type.
Agentic RAG Series - Part 1: An Introduction to Agentic RAG
A comprehensive introduction to agentic RAG, common design patterns, as well as a few example pipelines.
Guest Lecture at Yale: February 2025 - Agentic Systems with LangGraph
Slides from my guest lecture at Yale for Generative AI & Entrepreneurship class (MGT 899).
Building AI Agents with LangGraph: My First O'Reilly Course!
Announcing my first video course with O'Reilly—Building AI Agents with LangGraph! This course dives deep into AI agent design, action-taking, and multi-agent architectures using Python and OpenAI.
An Overview of Multi Agent Frameworks: Autogen, CrewAI and LangGraph
A brief look at the components of multi-agent frameworks and the current cutting edge options.
Building a Corrective RAG workflow with LangGraph
A deep dive into the process building a corrective RAG workflow using langgraph to handle scenarios where the documents retrieved from a vector database in a traditional RAG workflow are not relevant to answer a question.