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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.

2

Step 2: Prompt patterns that produce usable outputs

You’ll learn a simple “context + constraints + examples” pattern that reliably generates dev-ready results.

3

Step 3: Story → acceptance criteria → tests (AI-assisted)

You’ll learn how to have AI draft acceptance criteria and test ideas that your team can verify and refine.

Do this Take one current backlog item and ask AI for 5 edge cases + 5 negative tests—then keep only what you can measure.

4

Step 4: TDD with AI as a pairing partner

You’ll learn how to use AI to propose tests first, keep them meaningful, and avoid “tests that test nothing.”

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.

6

Step 6: AI-powered code review that improves quality

You’ll learn review prompts that catch bugs, clarify intent, and enforce standards—without bikeshedding.

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.”

8

Step 8: Team working agreements for AI

You’ll learn lightweight policies for privacy, security, attribution, and “what AI can/can’t decide.”

Steps - Free

Steps - Members

✓ Featured Content

AI Coding Videos

A curated playlist of specific YouTube content.

▶ View Full Playlist 📺 Subscribe

Search Results

10 Jun 2026

AI for Scrum Masters and Agile Coaches -July 28, 2026

AI for Scrum Masters and Agile Coaches -July 28, 2026

Author: Rod Claar / Categories: AI for Scrum Masters and Agile Coaches / Rate this article:

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Event date: 7/28/2026 9:00 AM - 1:00 PM Export event

Register

Attending: 0
Seats: 12
Remaining: 12
Price: $299.00

$299.00

AI is changing the way great Scrum Masters and Agile Coaches work — and this course gives you the practical skills to keep up and get ahead.

In this live half-day session, you will learn how to apply AI tools directly to your everyday Scrum and Agile practice. We cover AI-assisted facilitation for Sprint Planning, Daily Scrum, Sprint Review, and Retrospectives. You will learn coaching techniques powered by AI that help you spot team patterns and blockers faster. We will work through generating and refining user stories and acceptance criteria using proven AI prompting techniques. And you will leave with a personal AI toolkit tailored specifically to your role as a Scrum Master or Agile Coach.

This is not a theoretical course. Every skill is immediately applicable — you can use what you learn in your very next sprint. Sessions are kept small at a maximum of 12 participants so every attendee gets direct access to instructor Rod Claar, an experienced Agile Coach and AI practitioner with decades of real-world software delivery experience.

No prior AI experience is required. Working experience as a Scrum Master or Agile Coach is expected. A certificate of completion is included. $299 per seat.

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Tags: AI for Scrum Masters AI for Agile Coaches Agile AI training Scrum and artificial intelligence AI-powered coaching AI Scrum ceremonies live Agile training AI tools for Scrum AgileAIDev AI impediment removal Scrum Master training AI coaching techniques Sprint Planning AI Retrospective AI tools live online Agile course half-day Agile training user story AI backlog refinement AI

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Upcoming Training

13 Jul 2026

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Choose the free path for fresh lessons—or go deeper with the full course when you’re ready.

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Go deeper with the course

Follow a guided, end-to-end workflow: from story shaping and tests to code review guardrails—built for real sprint delivery.

View the full course Preview syllabus

Ideal if you want a repeatable team playbook.

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