Intent Driven

SpecStory in Action: How a Deleted Repo Was Rebuilt from History

Losing code isn’t the end when the reasoning behind it is preserved.

Oct 6 • 

Antaripa Saha

How to be an Open Source Hero: Contributing AI-Generated Code with Care

Responsible AI Practices for Trustworthy Collaboration

Oct 2 • 

Jake Levirne

 and 

Antaripa Saha

September 2025

SpecStory in Action: From AI Session to Blog Post

Capturing the Why Behind What We Build

Sep 29 • 

Antaripa Saha

3

Agile is a Sledgehammer: We Need a Toolbox

How teams can move faster using mixed methodologies

Sep 28 • 

Jake Levirne

2

The Middle Way

How AI is Actually Changing Software Development

Sep 23 • 

Jake Levirne

 and 

Jon Bass

1

August 2025

Intentional Underspecification

When bad prompting is actually good

Aug 4 • 

Jake Levirne

2

May 2025

When Anyone Can Build Software, Should I Still Build Software?

Why this is the beginning, and not the end of software craft

May 8 • 

Jake Levirne

1

April 2025

🌀 Vibe Coding ≠ Team Flow

One dev’s flow state is another dev’s “wait, what did we just ship?”

Apr 8 • 

Jake Levirne

4

March 2025

The One-Pizza Team

How AI is Reshaping Product Development Squads

Mar 18 • 

Jake Levirne

2

1

All that's left is care

Why giving a shit matters

Mar 6 • 

Jake Levirne

2

2

February 2025

The Hill Climbing Trap

Startups, local maxima and navigating our path to success

Feb 25 • 

Jake Levirne

1

From 4 Replies to 24,000 Members

How Tana built a thriving community by starting small

Feb 6 • 

Jake Levirne

3