AI Agent Tutorial
Broad tutorial intent from learners who want a structured path to build and ship agents.
- ai agent tutorial
- ai agent course
- how to build ai agents
カリキュラムマップ
各ステージには授業、報酬ポイント、通関ボーナスがあり、段階的に卒業へ進みます。
You must pass this lesson exam before the next lesson unlocks. Exams include multiple-choice and true/false questions.
Pass rule: score at least 67% to clear this lesson.
Learning HUD
Live PointsTotal Points
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Lessons
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Stages
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Assignments
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Keyword Map for the Main Curriculum
Each stage of the curriculum now lines up with tutorial-style search intent, so the page can capture both broad AI agent course queries and specific implementation long tails.
Function Calling Tutorial
High-fit intent tied to tool invocation, schema design, and agent execution contracts.
- function calling tutorial
- tool calling tutorial
- openai function calling tutorial
MCP Tutorial
Model Context Protocol remains a strong tutorial cluster for tool integration and context plumbing.
- mcp tutorial
- model context protocol tutorial
- mcp server tutorial
LangGraph and Multi-Agent Workflow
Search intent is strongly implementation-focused around orchestration, state machines, and multi-agent design.
- langgraph tutorial
- multi-agent workflow tutorial
- crewai tutorial
Prompt Injection Defense
Security long tails are specific and actionable, which makes them good targets for lessons and checklists.
- prompt injection defense
- ai agent security checklist
- agent prompt injection tutorial
Agent Testing and Observability
Teams searching for production readiness want testing, evals, traces, latency, and success-rate guidance.
- ai agent testing
- ai agent observability
- agent evals tutorial
Lv.1 · STAGE-1
Starter Zone: Agent Skill Fundamentals
Understand how a Skill is structured and how inputs, outputs, and execution rules work.
Stage Progress
0%
Stage bonus +120 points
- Open Lesson1Ready+30
What a Skill Is and Why It Is the Atomic Ability of an Agent
Learn the boundary between Skills, Prompts, Tools, and Workflows.
- Locked2Locked+35
Skill File Structure and the Smallest Working Template
Cover inputs, outputs, dependencies, and error handling as the four essentials.
- Locked3Locked+35
From Copying to Refactoring: Safely Absorbing Open-Source Skills
Avoid blindly reusing unknown scripts and build a whitelist and audit habit.
- Locked4Locked+40
Local Debug Loop: Logs, Breakpoints, and Regression Checks
Build an engineering loop of change, verification, and rollback.
Lv.2 · STAGE-2
Advanced Instance: Prompt and Tool Design
Break tasks into reusable Skills to reduce token cost and failure rate.
Stage Progress
0%
Stage bonus +180 points
- Locked1Locked+45
Function Calling and Tool Description Design
Turn natural-language requests into structured tool interfaces.
- Locked2Locked+45
Prompt Layers: System Rules, Task Rules, and Guard Rails
Build a controllable multi-layer prompting structure.
- Locked3Locked+50
Input Validation and Prompt Injection Defense
Add schema validation and privilege boundaries to each Skill.
- Locked4Locked+45
Skill Reuse and Version Management
Use versioning and compatibility rules to avoid production blowups.
Lv.3 · STAGE-3
Team Battle: Multi-Agent Orchestration
Split complex problems into coordinated tasks across multiple agents.
Stage Progress
0%
Stage bonus +220 points
- Locked1Locked+55
LangGraph State-Machine Orchestration
Define nodes, state transitions, and failure recovery in a graph.
- Locked2Locked+55
AutoGen and CrewAI Multi-Role Collaboration
Learn planner, executor, and reviewer collaboration chains.
- Locked3Locked+50
Workflow Platforms: Dify, Flowise, and n8n
Use low-code orchestration and visual debugging for agent workflows.
- Locked4Locked+60
Observability: Trace, Latency, and Success Rate
Build the three core health signals for an agent system.
Lv.4 · STAGE-4
Elite Rank: Quality and Safety
Upgrade a Skill from runnable to maintainable, reviewable, and production-ready.
Stage Progress
0%
Stage bonus +280 points
- Locked1Locked+60
Skill Testing Strategy
Combine unit tests, scenario tests, and regression tests.
- Locked2Locked+65
Security Review Checklist and Risk Grading
Set a release gate for risk before publishing.
- Locked3Locked+55
Cost Governance: Tokens, Concurrency, and Cache Strategy
Lower per-run cost and make operating cost predictable.
- Locked4Locked+65
Release Flow: Gradual Rollout and Rollback
Define a release SOP that can recover from production mistakes.
Lv.5 · STAGE-5
Master Trial: Full 0-to-1 Build
Complete a full capstone project and build a reusable Agent Skill portfolio.
Stage Progress
0%
Stage bonus +350 points
- Locked1Locked+70
Scoping: Choose a Real Business Scenario and Metrics
Define success criteria around an actual problem.
- Locked2Locked+80
Build: Implement 3 Reusable Skills
Ship retrieval, execution, and review Skills as a set.
- Locked3Locked+80
Acceptance: Run Performance and Security Reviews
Produce a test report and a security report.
- Locked4Locked+90
Release: Publish the Project and Write the Retrospective
Turn the project into a reusable public case study.
Assignment Board
0 to 1Each stage has at least one assignment. Treat every submission as a checkpoint and record what failed and how you fixed it.