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AI Engineering · 100-level

AI Consequences & War-Room

Sit Chuun — free All modules
AIE-1201 creditscorebadge: responsible-builderno prerequisites
Start this course — free

Earn the responsible-builder credential

What's inside

Sections & lessons

01

The six incident categories

  • A map of how AI systems actually fail in productionconcept45 min
02

Case studies: it looked fine at the time

  • Reading the reassuring signal a real team saw before it brokeconcept60 min
03

Lab + eval-gate: war-room simulation

  • Make the calls that matter under a clock (Responsible Builder badge)concept120 min
Start this course — free
Learn it from the inside

This module's playgrounds

  • The Incident War-Room

    Coming soon

    Live a real AI failure. Make the calls that matter.

    AiAIE-120ServerMedium
    Play it now

  • The Guardrail Builder

    Coming soon

    Write the check that would have caught it. Then test it.

    AiBYOK AIMedium
    Play it now
AI Engineering

Next in this path

Where this specialization goes from here — in (level, code) order.

  • AIE-130

    Model Landscape & Jargon

    1 creditselectivebadge: model-literate
    Start
  • AIE-201

    AI-Assisted Coding

    3 creditscorebadge: builder
    Start
  • AIE-202

    RAG Foundations

    3 creditscorebadge: rag-i
    Start
  • AIE-203

    RAG Quality & Retrieval Evals

    2 creditselectivebadge: rag-ii
    Start
  • AIE-204

    Structured Outputs & Function Calling

    2 creditselectivebadge: structurer
    Start
  • AIE-205

    Automation & Workflows

    2 creditselectivebadge: automator
    Start
  • AIE-301

    Agent Foundations

    3 creditscorebadge: agent-i
    Start
  • AIE-302

    Multi-Agent Orchestration & HITL

    2 creditselectivebadge: agent-ii
    Start
Vocabulary

Key concepts in this course

Incident Postmortem Hallucination Prompt Injection Jailbreak

Compare related approaches

RAG vs Fine-Tuning

This module ends in a gate you can fail.

That's what makes passing it mean something. Sit Chuun, get placed, and start earning.

Sit Chuun — free All modules