Your path to agent whisperer
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WORLD 0 · GETTING STARTED
2. Which Model, Which Plan?
+20 XP · 4 min · ●○○
3. Git & GitHub for Vibe Coders
+20 XP · 5 min · ●○○
4. Claude Code: Anthropic's CLI Agent
+40 XP · 4 min · ●●○
5. CLAUDE.md / AGENTS.md: Give Your Agent Memory & Rules
+40 XP · 3 min · ●●○
WORLD 1 · BASICS
2. What Is an LLM?
+20 XP · 3 min · ●○○
3. Tokens (and Why They Cost Money)
+20 XP · 3 min · ●○○
4. Context Window
+20 XP · 3 min · ●○○
5. What Is a Prompt?
+20 XP · 2 min · ●○○
6. Pattern: Feed Context Instead of Asking Vaguely
+20 XP · 3 min · ●○○
7. System Prompt vs. User Prompt
+40 XP · 3 min · ●●○
8. Temperature and Sampling: Why the Same Prompt Gives Different Answers
+40 XP · 4 min · ●●○
9. Hallucination: Why AI Confidently Lies
+20 XP · 3 min · ●○○
10. Prompt Structures: Layout That Improves Results
+20 XP · 4 min · ●○○
11. Few-Shot Examples: Show, Don't Just Tell
+20 XP · 3 min · ●○○
12. Role Prompts: What "You Are an Expert..." Actually Changes
+20 XP · 3 min · ●○○
13. Pattern: Plan First, Then Code
+40 XP · 3 min · ●●○
14. AI Coding IDE vs. CLI: Two Ways to Work With an Agent
+20 XP · 4 min · ●○○
15. Reasoning Models: When a Model Thinks Before It Answers
+40 XP · 4 min · ●●○
16. Streaming: Why Answers Appear Word by Word
+20 XP · 3 min · ●○○
17. Speculative Decoding: A Small Model Guesses, the Big One Checks
+60 XP · 5 min · ●●●
18. Knowledge Distillation: Training a Small Model to Copy a Big One
+60 XP · 5 min · ●●●
19. Rate Limits and Quotas: Why AI Tools Sometimes Say Slow Down
+20 XP · 3 min · ●○○
20. AI-Generated Code and Licensing: Who Actually Owns It?
+40 XP · 4 min · ●●○
WORLD 2 · AGENTS
2. The Agent Loop: Think → Act → Check → Repeat
+40 XP · 4 min · ●●○
3. Tool Use: How LLMs Call Tools
+40 XP · 4 min · ●●○
4. Forcing Output Formats: From Prompt Tricks to Guaranteed Schemas
+40 XP · 4 min · ●●○
5. Vibe Coding: When It Works, When It Bites You
+20 XP · 3 min · ●○○
6. What Are Subagents?
+40 XP · 3 min · ●●○
7. Guardrails for Autonomous Agents
+60 XP · 4 min · ●●●
8. Sandboxing: Why Agents Should Run Isolated
+40 XP · 4 min · ●●○
9. Securing Agents in Practice
+40 XP · 5 min · ●●○
10. Human-in-the-Loop: Where People Should Still Check the Work
+40 XP · 4 min · ●●○
11. Data Privacy and AI Tools: What Actually Leaves Your Machine
+40 XP · 5 min · ●●○
12. Loops for Agents: Letting AI Iterate Autonomously
+60 XP · 5 min · ●●●
13. Multi-agent patterns
+40 XP · 5 min · ●●●
14. Agent Teams: Multiple Agents, One Project
+60 XP · 5 min · ●●●
15. Debugging with AI Agents: Systematic, Not Guesswork
+40 XP · 5 min · ●●○
16. Self-Critique Loops: Have the Model Check Its Own Work
+40 XP · 4 min · ●●○
17. Web Search and Grounding: Letting Agents Fetch Current Facts
+40 XP · 4 min · ●●○
18. Context strategies for agents
+40 XP · 5 min · ●●●
19. How AI Agents Remember Things
+40 XP · 4 min · ●●○
20. Red-Teaming Your Own Agent Setup
+60 XP · 5 min · ●●●
WORLD 3 · TOOLBOX
2. Permission Modes for Agents
+40 XP · 5 min · ●●○
3. Skills: Knowledge Your Agent Can Load
+40 XP · 4 min · ●●○
4. Writing Your Own Commands: Save Recurring Prompts
+40 XP · 5 min · ●●○
5. Plugins: Extensions for AI Coding Tools
+20 XP · 3 min · ●○○
6. MCP (Model Context Protocol): How AI Tools Connect
+40 XP · 4 min · ●●○
7. Hooks in Claude Code
+30 XP · 4 min · ●●○
8. Git worktrees for parallel AI agents
+30 XP · 4 min · ●●○
9. Checkpoints and Rollbacks: Your Undo Button for Agent Work
+40 XP · 4 min · ●●○
10. Headless Mode: Running Agents Without Interaction
+40 XP · 5 min · ●●○
11. From GitHub Issue to Pull Request: Letting an Agent Do the Work
+40 XP · 5 min · ●●○
12. Cost Control for AI Agents
+40 XP · 4 min · ●●○
13. Model Routing: The Right Model for the Right Task
+40 XP · 4 min · ●●○
14. Caching Strategies: Prompt Caching & Context Caching
+40 XP · 5 min · ●●○
15. Testing with Agents: Generate Tests and Use Them as a Gate
+40 XP · 5 min · ●●○
16. Evals – systematically testing prompts and models
+30 XP · 4 min · ●●○
17. Safe Refactoring with AI Agents
+40 XP · 4 min · ●●●
18. Understanding Unfamiliar Code with AI
+40 XP · 4 min · ●●○
19. Building a Simple RAG System Yourself
+60 XP · 6 min · ●●●
20. Vector Databases: Where Embeddings Actually Live
+40 XP · 5 min · ●●○
21. Chunking Strategies: How to Split Text for RAG
+40 XP · 5 min · ●●○
22. Retrieval Evaluation: Is Your RAG System Finding the Right Thing?
+60 XP · 5 min · ●●●
23. Fine-Tuning or Prompting? A Decision Guide
+40 XP · 4 min · ●●○
24. MCP Security: The Risks of Connecting Tools to an Agent
+60 XP · 6 min · ●●●
25. Getting Your Project Online (Deployment)
+40 XP · 6 min · ●●○
26. Reading Benchmarks Without Getting Fooled
+40 XP · 5 min · ●●○
27. SWE-bench, Terminal-Bench & Co.: Reading Coding-Agent Benchmarks
+60 XP · 5 min · ●●●
28. Quantization: Squeezing Model Weights Down to Fit
+40 XP · 4 min · ●●○
29. Mixture of Experts: Huge Models That Only Use a Slice of Themselves
+60 XP · 5 min · ●●●
30. Optimizing Latency: Making Agents Feel Fast
+40 XP · 4 min · ●●○
31. Prompt Versioning: Treating Prompts Like Code
+40 XP · 4 min · ●●○
32. Agents Across Multiple Repositories
+60 XP · 5 min · ●●●