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AI Engineering · 200-level

AI-Assisted Coding

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AIE-2013 creditscorebadge: builderprereqs: AIE-102
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What's inside

Sections & lessons

01

Spec-driven tasking

  • Scoping a coding request so an agent can't wanderconcept45 min
02

The agentic coding CLI loop

  • Watching plan, file reads, and diffs stream instead of silently landingconcept60 min
03

Diff review discipline

  • Approve, edit, or reject each diff individuallyconcept60 min
04

Timed build warm-up

  • One prompt, one timer, one shippable artifactconcept90 min
05

Repo blast-radius lab

  • Reading the heat-map of touched vs. never-seen files before mergeconcept90 min
06

Spec-checked output

  • Grading a build against the spec's own test suiteconcept60 min
07

Quiz: coding-agent judgment

  • Checkpoint on when to approve, edit, or reject a diffconcept30 min
08

Lab + eval-gate: ship a checked artifact

  • Deliver one spec-driven build under a step budget (Builder badge)concept120 min
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Learn it from the inside

This module's playgrounds

AI Engineering

Next in this path

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

  • 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
  • AIE-303

    MCP & Tool Integration

    2 creditselectivebadge: integrator
    Start
  • AIE-304

    AI Security & Red-Teaming

    3 creditselectivebadge: red-teamer
    Start
Vocabulary

Key concepts in this course

AI Agent Tool Use Human-in-the-Loop (HITL) Eval Gate

Compare related approaches

AI Agents vs Workflows Code Grader vs LLM-as-Judge
Optional · watch & try

Go deeper, elsewhere

Hand-picked public explainers and open tools — always optional, never required, never graded.

Cursor: Build Software with The AI-first Code Editor with a CoPilot! Better Than VS Code!Walkthrough of agentic coding inside the Cursor editor How to Use GitHub Copilot in VS Code | AI Coding Assistant Tutorial (2025)Practical Copilot workflow inside VS Code Full Claude Code Tutorial: Beginner to Advanced in 11 MinutesFast tour of an agentic CLI coding loop end to end · ~11 minGitHub Copilot (free tier)Free-tier AI pair programmer to try spec-driven tasking and diff review hands-on

This module ends in a gate you can fail.

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