Agentic AI Tutorials
A growing collection of videos, notes, and examples for people learning how to work with agentic AI tools.
Agentic Foundations
A foundational walkthrough that explains how we get from large language models, to chatbots, to agents. The goal is to demystify these tools and make them feel more approachable to a non-coding audience.
- How we move from an LLM engine to a chatbot harness, and then to more agentic systems
- What a "harness" really is; and why tools, reasoning, and context management matter.
- A mental model that makes newer agentic tools feel less intimidating and easier to troubleshoot when they go off track
Getting Started
Under the Hood
Working with Agents
Workflow Patterns
Deep Dives
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Deep Dive into Context Engineering
A closer look at how context is assembled, how it shapes agent behavior, and where thoughtful structure matters most.
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Anatomy of a Skill
A closer look at what a reusable skill is, what parts it contains, and how it can shape agent behavior.
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Agentic Search: How It Works and Fails
An exploration of how agentic search behaves in practice, including the places where it breaks down or misleads.
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Interfaces: Options, Features, and Future Directions
A guided comparison of interfaces for working with agents, including what each surface makes easier or harder.
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Connectors, Plugins, and Extension
A practical overview of the ways agentic systems can be extended through connectors, plugins, and related tooling.
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Context Management with Multiagent Workflows
A look at what changes when more than one agent or process is contributing to the same stream of work.
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The One Folder Approach
A starter workflow pattern for organizing work with an agent around one well-structured project folder.
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Disposable Artifacts for Better Outcomes
How lightweight, temporary documents and scaffolds can improve collaboration with an agent.
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Making Skills: Reusable Workflow
A closer look at turning successful one-off agent interactions into reusable workflow patterns.