AI Coding Workflow Overview | EclipseSource

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Systematic AI Coding

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Course Intro (1:56)

Introduction

Training Overview (6:53)
Levels of AI Coding Assistance (9:52)
Motivation for Systematic AI Coding (19:52)

Introduction to how Coding Agents work

How LLMs work (8:23)
How do AI Coding Agents work (Overview) (13:03)
The Request Model (20:43)
AI Coding Tools - Quick Intros (37:30)

The AI Coding Workflow

Workflow Section Overview (4:18)
AI Coding Workflow Overview (22:52)
The Coding Example (6:12)
Define - Brief Introduction and 1st Prompt (17:12)
1st Review & Decide (9:19)
2nd Review & Decide (11:42)
3rd Review & Decide (15:31)
4th Review & Decide (3:22)
Define - revisited (14:17)
Context Engineering - revisisted (22:58)
Final Prompt (11:15)
Final Review (3:36)
Recap Coding Example (6:05)
Recap AI Coding Process (9:45)
Outro - Delegate - revisited (9:32)

Bonus Sections - Introduction - Please watch before bonus sections

Bonus Sections - Introduction (1:34)

Bonus Sections - Additional Hints, Techniques and Technologies

Introduction (0:31)
Prompt Probing (1:46)
Skills (7:07)
Review & Refine Plans (10:23)
Tools & MCP (16:31)
Agent Isolation (8:10)
Agent Execution Loop (3:26)
Project Context Files (9:00)
How to reduce token consumption (6:39)
How to execute plans (13:50)

Bonus Sections - Tools

AI Coding with Claude Code (59:47)
AI Coding with GitHub Copilot (19:45)

Bonus Sections - Hands-on Exercise

Introducing an exercise to try Systematic AI Coding (8:45)
Solution and Discussion of the exercise (18:17)

Bonus Sections - Deep Dives

Review of generated Code - deep Dive (27:00)
Level 4 Agents - "Agent Mode" - Deep Dive (22:48)
Agent Mode - Claude Code - Demo, Tricks & Tips (12:25)
Agent Mode - Theia IDE - Demo, Tricks & Tips (15:44)

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