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Learning Path

AI on a Development Team

Who it’s for: Developers, testers, and tech leads who want practical, sprint-ready ways to use AI to build faster without sacrificing quality.

Outcomes

  • Use AI to turn vague work into clear, testable stories and acceptance criteria the team can build from.
  • Accelerate coding with guardrails: prompts that reinforce TDD, code review quality, and consistent patterns.
  • Improve delivery reliability by using AI for risk surfacing, edge cases, and “definition of done” readiness checks.

Path Steps

Work through these steps in order. Each one links to a specific EasyDNNnews article/video post.

8 steps
1
Step 1: How AI fits into a dev team (without chaos)

You’ll learn where AI helps most (planning, building, testing, reviewing) and how to keep the team in control.

Do this List 3 recurring “time sinks” in your sprint and pick one to target with AI assistance first.
5
Step 5: Code generation with guardrails

You’ll learn how to constrain AI output to your architecture, conventions, and security requirements.

Do this Create a “project rules” snippet (stack, patterns, naming, linting) and reuse it in every coding prompt.
7
Step 7: Test data, mocking, and troubleshooting with AI

You’ll learn how to generate realistic test data and isolate failures faster with structured debugging prompts.

Do this Paste a failing test + stack trace and ask AI for the top 3 hypotheses with “how to prove/kill each.”

Steps - Free

Steps - Members

 
 
✓ Featured Content

AI Coding Videos

A curated playlist of specific YouTube content.

Search Results

16 Mar 2026

AI-Assisted Sprint Planning - April 21 - 4 PM Pacific

Author: Rod Claar CST  /  Categories: Pro Live Sessions  /  Rate this article:
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Event date: 4/21/2026 4:00 PM Export event

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Sprint Planning is still one of the most time-consuming Scrum events.
AI can reduce that effort dramatically.

Most Scrum teams still run Sprint Planning the same way they did ten years ago.

Long meetings.
Manual backlog analysis.
Guessing about capacity and scope.

AI changes this.

In the AI-Assisted Sprint Planning Pro Live Session, you'll see how AI can support one of the most important Scrum events.

During this live session you will learn how to:

• Use AI to analyze and refine Product Backlog items
• Identify risks and dependencies before planning starts
• Generate draft Sprint Plans in minutes instead of hours
• Improve team focus by entering Sprint Planning better prepared

This is not theory.

You will see practical demonstrations of how AI can support Scrum teams and Product Owners in real planning scenarios.

If your organization wants faster planning, clearer Sprint Goals, and better prepared teams, this session will show you what modern AI-assisted Scrum can look like.

Register for the live session today and reserve your seat to see AI-assisted Sprint Planning in action.

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