---
title: blog
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Field Notes

# What we're learning as we build.

Write-ups from active engagements — product discovery, AI agents, and the sprint in practice.

### [![](https://agileinnov.com/hubfs/Human-Centered%20Agentic%20AI%20(1).png) #productdiscovery Product Discovery, Eleven Years On: From the Canvas to the Product Sprint Bill Allen Jul 8, 2026, 6:28:00 PM](https://agileinnov.com/blog/product-discovery-eleven-years-on-from-the-canvas-to-the-sprint)

### [![](https://agileinnov.com/hubfs/Imported_Blog_Media/twitter-1.jpg) Article Bridging the Skills Chasm: Lessons from Shopify’s Bold “AI‑First” Hiring Directive Lessons from Shopify’s Bold “AI‑First” Hiring Directive Bill Allen Jun 8, 2026, 4:02:31 PM](https://agileinnov.com/blog/p/bridging-the-skills-chasm-lessons)

### [![](https://agileinnov.com/hubfs/Blog3-1.png) #productdiscovery Part 3 - Know Your Users and Customers Originally Published on November 23, 2015 Bill Allen Mar 19, 2025, 9:53:20 AM](https://agileinnov.com/blog/know-your-users-and-customers-product-discovery-on-a-single-page)

### [![](https://agileinnov.com/hubfs/Blog4-1.png) #productdiscovery Part 4 - Goals, Success Measures, Timeframe for Discovery Originally Published on December 3, 2015 Bill Allen Mar 19, 2025, 9:52:27 AM](https://agileinnov.com/blog/goals-success-measures-timeframe-for-discovery)

### [![](https://agileinnov.com/hubfs/Blog2.png) #productdiscovery Part 2 - Vision Statement (Elevator Pitch) Originally Published on November 16, 2015 The first post in this series made these startling assertions, “building succe… Bill Allen Mar 19, 2025, 9:27:18 AM](https://agileinnov.com/blog/using-the-product-discovery-canvas)

### [![](https://agileinnov.com/hubfs/Blog1-1.jpg) #productdiscovery Mastering the Product Discovery Canvas Originally Published on November 9, 2015 Building successful products that customers really want and love is really hard… Bill Allen Mar 18, 2025, 12:32:38 AM](https://agileinnov.com/blog/mastering-the-product-discovery-canvas-part-1-introduction)

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