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
Ban do lo trinh
Moi stage gom bai hoc, diem so va phan thuong khi hoan thanh.
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
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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
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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
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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
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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
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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.