Pragmatic AI Labs

Agile With AI

Noah Gift

Instructor: Noah Gift

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Adapt agile ceremonies to your team's actual workflow — drop the rituals that don't generate value, keep the ones that shorten feedback loops

  • Apply pragmatic project-management patterns using Trello and spreadsheets — small-batch work, lightweight artifacts, weekly cadence, blameless retros

  • Integrate AI workflows into engineering practice — diagram prompt engineering, summarization with Claude, AI pair programming

  • Recognize and avoid the project-management anti-patterns that produce ticket-shaped work and status theater

Details to know

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Recently updated!

April 2026

Assessments

1 assignment

Taught in English

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There are 5 modules in this course

Welcome to Agile With AI. This module orients you to the course goals, structure, and how to get the most out of the lessons ahead. You'll meet your instructor, preview the journey from foundational Agile principles through hands-on AI-assisted project workflows, and set expectations for the practical skills you'll build along the way.

What's included

1 video3 readings

Before learning what Agile is, you need to understand what it isn't. This module compares the traditional Waterfall methodology with Agile thinking, then walks through a concrete planning exercise — building a playground — to show how iterative, feedback-driven planning works in practice. You'll see why rigid up-front specifications fail in modern software contexts and how Agile addresses those failures.

What's included

2 videos4 readings

Agile is more than a methodology — it's a mindset for navigating uncertainty. This module dives into the pragmatic application of Agile principles, including sprint planning, retrospectives, and the Five Whys technique for root-cause analysis. You'll also explore how AI tools can amplify team productivity within an Agile workflow.

What's included

3 videos6 readings

The largest module of the course. Strong technical communication is the connective tissue of effective Agile teams. This module covers giving and receiving feedback, running productive technical discussions, structuring effective meetings, applying DevOps principles, and using project management tools like Trello and spreadsheets. You'll also learn to recognize and avoid common project management anti-patterns.

What's included

12 videos24 readings

Bring it all together: Agile mindset plus AI-powered tools. This module shows how generative AI reshapes the software development lifecycle — from AIOps and pair programming with AI assistants to building serverless GenAI architectures with AWS Bedrock, retrieval-augmented generation (RAG) agents, and exploring core GenAI building blocks. By the end, you'll be ready to integrate AI into your own Agile development workflow.

What's included

8 videos18 readings1 assignment

Instructor

Noah Gift
Pragmatic AI Labs
36 Courses2,532 learners

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