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Path Steps

Follow these steps in order. Each one links to an EasyDNNnews article/video and gives you a quick, practical takeaway.

You’ll learn how to frame AI as a teammate that supports Scrum events and backlog work without replacing judgment or collaboration.
Do this exercise: Write a 3-sentence “AI usage policy” for your team (what you will use AI for, what you won’t, and what must be reviewed by a human).
You’ll learn repeatable prompt patterns to generate stories with clearer intent, constraints, and acceptance criteria.
Do this exercise: Take one messy request and prompt AI to produce (a) a user story, (b) 5 acceptance criteria, and (c) 3 key questions for the PO.
You’ll learn how to generate “plan options” (not commitments) and improve shared understanding of scope and dependencies.
Do this exercise: Ask AI for 2 sprint goal options based on your top backlog items, then pick one as a team and adjust wording together.
You’ll learn facilitation prompts that help teams extract insights, turn feedback into actions, and avoid “retro theatre.”
Do this exercise: Feed AI 5 bullet facts from the sprint and ask for (a) patterns, (b) 3 improvement experiments, and (c) 1 metric per experiment.
You’ll learn how to convert your best prompts and practices into a lightweight working agreement the team can actually follow.
Do this exercise: Create a “Prompt Library” page with 5 prompts: refinement, story writing, planning, review, retro—each with input/output examples.
 

Learning Path - Free

24 Feb 2026

Step 1: What AI Can (and Can’t) Do for Scrum Teams

AI is a productivity amplifier—not a Product Owner, not a Scrum Master, and not a Developer.

Used correctly, it accelerates learning, drafting, summarizing, and exploring options. Used poorly, it replaces thinking with automation theater.

This step helps your team position AI as a supporting teammate, not a decision-maker.

Author: Rod Claar
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24 Feb 2026

Step 2: Prompts That Produce Better User Stories

AI can help—but only if the prompt is structured.

This step introduces repeatable prompt patterns that improve:

  • Intent clarity

  • Constraints visibility

  • Acceptance criteria quality

  • PO alignment

Author: Rod Claar
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24 Feb 2026

Step 3: Backlog Refinement with AI (Without Losing the “Why”)

The Core Risk

When teams use AI in refinement, a common failure mode appears:

  • Stories get cleaner

  • Acceptance criteria get longer

  • Technical detail increases

  • Business intent becomes less visible

Scrum optimizes for value delivery, not documentation density.

AI must support the “why” behind the work.

Author: Rod Claar
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24 Feb 2026

Step 4: Sprint Planning Acceleration

The Key Principle

AI should propose:

  • Possible Sprint Goals

  • Possible scope groupings

  • Possible dependency flags

The team still decides:

  • What to commit to

  • What fits capacity

  • What aligns to product strategy

AI drafts.
The team commits.

Author: Rod Claar
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Learning Path - Member

 
 
✓ Featured Content

AI for Scrum and Agile Teams
Videos

A curated playlist of specific YouTube content.

Search Results

24 Feb 2026

Step 1: Set Up Your AI “Scrum Master Copilot"

Author: Rod Claar  /  Categories: AI for Scrum Masters Learning Path  /  Rate this article:
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DO THIS EXERCISE

Create a “Scrum Event Brief” Prompt

Objective

Design a prompt that:

  • Accepts structured inputs

  • Produces a facilitation plan

  • Is usable across Sprint Planning, Review, Retro, or Refinement

  • Produces consistent output every time


Step 1: Define the Required Inputs

Your prompt should require:

  1. Event Type (Planning, Review, Retro, etc.)

  2. Sprint Context (Goal, capacity, risks, team state)

  3. Agenda Constraints (timebox, participants, remote/in-person)

  4. Desired Outcomes (decisions, artifacts, alignment level)

This prevents vague outputs.


Step 2: Define the Required Output Structure

Force structure.

Your output should include:

  • Event Objective

  • Timeboxed Agenda

  • Facilitation Tactics

  • Questions to Ask

  • Risk Signals to Watch

  • Decision Points

  • Artifacts to Capture

  • Follow-Up Actions

Structure is what makes it trustworthy.


Step 3: Your Reusable “Scrum Event Brief” Prompt Template

Copy and adapt this:


PROMPT TEMPLATE

You are an experienced Scrum Master facilitating a Scrum event.

INPUT
Event Type: {event type}
Sprint Context: {goal, capacity, constraints, risks, team maturity}
Agenda Constraints: {timebox, participants, format}
Desired Outcomes: {decisions, alignment, artifacts}

TASK
Create a structured facilitation plan.

OUTPUT FORMAT

  1. Event Objective (1–2 sentences)

  2. Recommended Agenda with time allocations

  3. Facilitation approach (techniques and flow)

  4. Key questions to ask

  5. Risks or dysfunction signals to monitor

  6. Decision checkpoints

  7. Artifacts to capture

  8. Follow-up actions

Ensure the plan is practical, concise, and suitable for a working Scrum team.


Step 4: Test It Immediately

Use this sample input:

Event Type: Sprint Planning
Sprint Context: New team, unclear backlog refinement, 2-week sprint
Agenda Constraints: 2 hours, remote
Desired Outcomes: Sprint Goal + committed backlog

Run the prompt.

Refine it until:

  • Output is predictable

  • Output is structured

  • Output requires minimal editing


Why This Matters

You are not automating thinking.

You are standardizing:

  • Preparation discipline

  • Facilitation clarity

  • Decision hygiene

That is leverage.

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Author: Rod Claar
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2 Apr 2026

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