Claude Code and Agentic AI

8 core lessons · 7 hr 46 min

1. Shell, Quoting, and Expansion

   Missing Semester · 1 hr 15 minVideo + articles
2. Redirection, Pipes, and Exit Codes

   Missing Semester · 1 hr 6 minVideo + articles
3. Processes and Job Control

   Missing Semester · 56 minVideo + articles
4. Environment Variables and PATH

   Missing Semester · 1 hr 6 minVideo + articles
5. Package Managers and Toolchains

   Missing Semester · 1 hr 4 minVideo + articles
6. Search and Text Processing

   Missing Semester · 49 minVideo + articles
7. Git Objects, Branches, and Diffs

   Missing Semester · 1 hr 10 minVideo + articles
8. Git Worktrees, Reflog, and Recovery

   bri · 20 minVideo + articles

4 extended lessons

7 core lessons · 3 hr 9 min

1. Tokens and Tokenization

   Matt Pocock · 11 minVideo + articles
2. Context Windows

   Matt Pocock · 10 minVideo only
3. Sampling Parameters

   AI Coffee Break with Letitia · 12 minVideo + articles
4. Reasoning and Test-Time Compute

   Claude · 24 minVideo only
5. Why Models Hallucinate

   AI Engineer · 55 minVideo + articles
6. Prompting, RAG, and Fine-Tuning

   OpenAI · 46 minVideo + articles
7. Model Selection and Cost

   Claude · 32 minVideo + articles

3 extended lessons

11 core lessons · 2 hr 19 min

1. The Agentic Loop

   Claude · 3 minVideo + articles
2. The System Prompt and What Loads

   Claude · 3 minVideo + articles
3. The Built-In Tools

   Claude · 21 minVideo + articles
4. Context Management and Compaction

   Claude · 4 minVideo + articles
5. The Permission Model

   Claude · 6 minVideo + articles
6. Auto Mode and the Classifier

   Claude · 6 minVideo + articles
7. Settings and Precedence

   Claude · 32 minVideo + articles
8. CLAUDE.md, Rules, and Memory

   Claude · 3 minVideo + articles
9. Sessions, Checkpoints, and Worktrees

   The AI Frontier | AI for Beginners · 14 minVideo + articles
10. Headless Mode and the CLI

    Anthropic · 21 minVideo + articles
11. Cost and Prompt Caching

    Claude · 27 minVideo + articles

5 extended lessons

8 core lessons · 3 hr

1. Agent Skills

   Tyler Renelle · 24 minVideo + articles
2. Writing a Skill

   AI Engineer · 21 minVideo + articles
3. Slash Commands

   Tyler Renelle · 24 minVideo + articles
4. Hooks

   BlueRider.Software · 26 minVideo + articles
5. Writing a Hook

   StonerStack · 15 minVideo + articles
6. Subagents

   Tyler Renelle · 25 minVideo + articles
7. Plugins and Marketplaces

   The AI Frontier | AI for Beginners · 19 minVideo + articles
8. Choosing Between Skill, Subagent, Command, and MCP

   DevOps & AI Toolkit · 27 minVideo + articles

5 extended lessons

8 core lessons · 3 hr 13 min

1. What MCP Is

   theAIBlueprint4all · 30 minVideo + articles
2. Tools, Resources, and Prompts

   The Agentic Engineer · 13 minVideo + articles
3. Transports and the Stateless Model

   Coding Crash Courses · 24 minVideo + articles
4. MCP in Claude Code

   Tyler Renelle · 31 minVideo + articles
5. The API MCP Connector

   The Sensible Programmer · 4 minVideo + articles
6. Building a Server

   theAIBlueprint4all · 25 minVideo + articles
7. Tool Design for Agents

   AI Engineer · 55 minVideo + articles
8. When Not to Use MCP

   The Agentic Engineer · 13 minVideo + articles

5 extended lessons

9 core lessons · 4 hr 48 min

1. The Messages API

   Peace Of Code · 49 minVideo + articles
2. Tool Use

   Peace Of Code · 49 minVideo + articles
3. Writing the Agentic Loop

   Strata · 18 minVideo + articles
4. Server Tools

   Claude · 21 minVideo + articles
5. Structured Outputs

   AlexAI · 15 minVideo + articles
6. Extended Thinking and Effort

   Claude · 24 minVideo + articles
7. Prompt Caching

   Claude · 28 minVideo + articles
8. Message Batches

   Peace Of Code · 34 minVideo + articles
9. The Claude Agent SDK

   Peace Of Code · 48 minVideo + articles

5 extended lessons

9 core lessons · 6 hr 31 min

1. Context Engineering

   AI Engineer · 26 minVideo + articles
2. Compaction, Notes, and External Memory

   AI Engineer · 1 hr 3 minVideo + articles
3. Embeddings

   MongoDB for Developers · 39 minVideo + articles
4. Chunking

   Greg Kamradt · 1 hr 9 minVideo + articles
5. Hybrid Search

   Dave Ebbelaar · 59 minVideo + articles
6. Reranking

   BSSR Learn · 21 minVideo + articles
7. Contextual Retrieval

   Prompt Engineering · 16 minVideo + articles
8. Agentic Search and Long Context

   AI Engineer · 1 hr 3 minVideo + articles
9. Evaluating Retrieval

   PyData · 33 minVideo + articles

5 extended lessons

7 core lessons · 3 hr 14 min

1. Orchestration Topologies

   AI Engineer · 19 minVideo + articles
2. Orchestrator and Workers

   AI Engineer · 20 minVideo + articles
3. When Multi-Agent Helps and When It Hurts

   AI Engineer · 15 minVideo + articles
4. Passing State Between Agents

   AI Engineer · 17 minVideo + articles
5. Harness Design

   AI Engineer · 21 minVideo + articles
6. Long-Horizon Agents

   AI Engineer · 1 hr 16 minVideo only
7. Multi-Agent Failure Modes

   AI Engineer · 26 minVideo + articles

6 extended lessons

8 core lessons · 6 hr 28 min

1. Eval-Driven Development

   Hamel Husain · 34 minVideo + articles
2. Error Analysis and Failure Taxonomies

   Hamel Husain · 27 minVideo + articles
3. Graders and Eval Types

   AI Engineer · 2 hr 4 minVideo + articles
4. LLM-as-Judge

   AI Engineer · 41 minVideo + articles
5. Statistics for Evals

   AI Agent Frontier · 1 hrVideo + articles
6. Evaluating Agents

   AI Engineer · 20 minVideo + articles
7. Benchmarks and Their Limits

   TNG Technology Consulting GmbH · 50 minVideo + articles
8. Tracing and Observability

   Tyler Renelle · 31 minVideo + articles

6 extended lessons

10 core lessons · 4 hr 36 min

1. The Agent Threat Model

   AI Engineer · 21 minVideo + articles
2. Prompt Injection

   BSides Budapest IT Security Conference · 39 minVideo + articles
3. The Lethal Trifecta

   BSidesCharm · 24 minVideo + articles
4. Exfiltration Channels

   Hack In The Box Security Conference · 54 minVideo + articles
5. Tool Permissioning and Least Privilege

   AI Engineer · 19 minVideo + articles
6. Human Approval and Its Limits

   Claude · 6 minVideo + articles
7. Sandboxing

   AI Engineer · 45 minVideo + articles
8. Supply Chain Risk in Skills, Plugins, and MCP Servers

   AI Engineer · 28 minVideo + articles
9. Vetting a Third-Party Skill or Server

   AI Engineer · 16 minVideo + articles
10. Secrets and Agent Identity

    AI Engineer · 24 minVideo + articles

5 extended lessons

7 core lessons · 1 hr 56 min

1. Enterprise Administration

   T-Minus365 · 20 minVideo + articles
2. Managed Settings and Policy

   TrueFoundry · 7 minVideo + articles
3. Gateways and Cloud Routing

   AWS Developers · 18 minVideo + articles
4. Cost Controls and Usage Analytics

   Bill Prin - AI Engineering · 8 minVideo + articles
5. Data Retention and Zero Data Retention

   T-Minus365 · 20 minVideo + articles
6. Compliance Posture

   risk3sixty · 35 minVideo + articles
7. AI Governance Frameworks

   IBM Technology · 9 minVideo + articles

4 extended lessons

6 core lessons · 2 hr 29 min

1. Adoption Program Models

   Claude · 25 minVideo + articles
2. Enablement and Internal Libraries

   Claude · 28 minVideo + articles
3. Measuring Adoption and Impact

   AI Engineer · 17 minVideo + articles
4. The Productivity Evidence

   AI Engineer · 21 minVideo + articles
5. Change Management for Knowledge Workers

   AI Engineer · 26 minVideo + articles
6. Teaching Methods That Work

   Claude · 32 minVideo + articles

4 extended lessons