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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.

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Search Results

17 Jun 2026

Practical Scrum Mastery: Beyond the Certification - Wednesday, June 24, 2026

Practical Scrum Mastery: Beyond the Certification - Wednesday, June 24, 2026

Author: Rod Claar / Categories: Scrum Mastery / Rate this article:

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Event date: 6/24/2026 9:00 AM - 5:00 PM Export event

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Price: $299.00

$299.00

You passed the exam. Now learn to run a real Sprint on a real team building a real product.

Practical Scrum Mastery: Beyond the Certification is a full-day live instructor-led training for certified Scrum Masters and Product Owners who are ready to go beyond the framework and into practice. In three intensive modules, you will close the certification gap, master every Sprint Event, build and maintain a healthy Product Backlog, and leave with AI tools and the RCCF prompt framework you can use in your very next Sprint.

Module 1 covers Advanced Scrum in Practice — Sprint Events, backlog health, and the Definition of Done. Module 2 covers AI Tools for Scrum Teams — Claude, ChatGPT, Jira AI, Miro AI, Otter.ai, and the RCCF framework. Module 3 covers Leading, Coaching, and Continuous Improvement — coaching stances, impediment removal, and your personal action plan.

$299 per person. Certificate of Completion included. Capped at 12 participants. Live via Zoom. June 24, 2026 — 9:00 AM to 5:00 PM Pacific.

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Tags: advanced scrum training scrum mastery scrum master course beyond certification product owner training live scrum training online agile coaching skills sprint event facilitation

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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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