Conceptual and practical guides to AI agents, tool use, workflows, memory, guardrails, and agentic software architecture.
Follow Ari as a simple customer workshop grows from a checklist into coordinated work. Through one everyday story, learn how Model, Tools, Agent Loop, Memory, Skills, and Guardrails turn generated answers into an AI agent that can follow a job through.
There are 3 Levels of AI chatbots on the market: an AI that drives a browser, an automation platform like n8n, and your own system. What each does well, where it breaks, and how they compare on customer data, conversation history, reference sources and control.
Why the world has thousands of programming languages, and why non-developers should still understand them: the 5-floor building of a computer, a summary table, and 4 ways to use this map to work with AI more effectively.
Understand the three practical customization layers that shape Codex: MCP tools for external capabilities, skills for reusable workflows, and AGENTS.md for global and local working rules.
Subscribe to our newsletter to receive technical insights and updates on best practices for web development and hosting infrastructure.