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AI engineering insights, practical advice, and things I'm learning.
AI Agents
How to Build Stateful AI Agents with OpenAI's Responses API Containers, Skills, and Shell
Learn how to use OpenAI's Responses API with hosted containers, shell, skills, and compaction to build long-running AI agents.
Openai · Responses Api · Ai Agents
AI Agents
Multi-Agent Systems Explained: When One Agent Isn't Enough
Multi-agent systems use specialized AI agents working together on complex tasks. Here's how they work, the main architecture patterns, and when they're worth the complexity.
Multi Agent · Ai Agents · Crewai
AI Agents
AI Agents vs Chatbots: What's the Difference?
Not every AI chatbot is an agent, and not every task needs one. Here's the real distinction between agents and chatbots, the spectrum between them, and when each makes sense.
Ai Agents · Chatbots · Ai Engineering
AI Agents
What Are AI Agents and How Do They Work?
AI agents can plan, use tools, and take action autonomously. Here's what they are, how they work under the hood, and what separates useful agents from overhyped demos.
Ai Agents · Llms · Automation