Action Potential

Five Objections to AI I Keep Hearing (And What I Actually Think)

The concerns I think are overstated, and the two I think are real

Feb 17

The $0 Creative Department

How we built a full ad pipeline, from image generation to Meta deployment, with AI and 200 lines of Python

Feb 10

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Building a Coach That Remembers You

Shipping personalized AI without giving it a script

Feb 3

3

1

January 2026

Consuming Davos in 30 Minutes: An Experiment in AI-Assisted Information Synthesis

How I used Anthropic's Opus 4.5 to watch 243 videos I didn't have time for, and what it taught me about the future of knowledge consumption

Jan 26

3

1

Shipping a Multi-Agent System to Production Without Breaking Everything

How we rebuilt our core food logging system and rolled it out to 100% of users in two months

Jan 19

1

Simulating Months of Coaching in Minutes

Testing AI behavior before it reaches real users

Jan 15

3

December 2025

Building Organizations, Not Software

The code you write is now an org chart

Dec 15, 2025

1

What Does It Look Like When Your Job Is Done For You?

We’re building the tools but not the discipline to use them

Dec 8, 2025

2

How Agents Turn Quiet Work into Collaboration

A continuation of The Rise of Agent Mediated Networks

Dec 1, 2025

November 2025

The Damascus Robotics Club

What happens when determined builders finally get the tools they deserve

Nov 24, 2025

The Rise of Agent Mediated Networks

Agents that learn from the crowd and personalize for the individual.

Nov 16, 2025

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Hardware’s Second Act: What Canada Must Do Now

Insights from the Mila AI x Robotics Panel on Deep Tech, Sovereignty, and the Return of Hardware

Nov 12, 2025