AI
Citizen Developer: How an EA Learned to Ship Code
I am an executive assistant with no engineering background, and I now ship code to production. Isaac Odhiambo on what CampusIQ did to make that ...
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Featured
AI
AI Adoption Framework: How All 21 of Us Ship Code
People ask how we got 21 of 21 people shipping production code. The answer is not a tool. It’s an operating system we built in layers, failed at, adjusted, and eventually made work.
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AI
Higher Education
Space Utilization Metrics: People Minutes per Sq Ft
People Minutes per Sq Ft combines the three things percentage metrics leave out: how many people used a zone, how long they stayed, and how large the ...
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Higher Education
Space Utilization Metrics: What Fill Rate Reveals
Fill rate measures how full a space is when it is actually in use. It captures utilization intensity — not just whether a zone is occupied, but ...
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Engineering
What We Actually Spend: AI ROI at $29 per Merged PR
$29 per merged pull request. $53,000 in tokens. Here’s exactly how we counted it.
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Engineering
How We Made It AI-Native: Agentic Software Development
If you’re still shipping like you used to, or just seeing a percentage increase from where you used to be, you’re not doing anything interesting yet. ...
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Higher Education
Booked, Not Used: What Occupied Rate Reveals About Your Campus Week
Occupied Rate is the share of a zone’s operating hours that saw real activity. Before anyone can ask how full a space gets, there is a simpler ...
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Engineering
The Manager Who Ships 100 PRs a Week
I was an engineering manager. I ran teams. I hadn't written production code in fifteen years. Now I ship more merged pull requests per week than any ...
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AI
How Much of This Is AI? Human-in-the-Loop AI Analysis
A customer asked how much of our report was created by AI. The honest answer: a lot. But not the way most people imagine.
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Engineering
The Flat Five Months: What AI Adoption Looks Like Before Results
From June through October 2025, our monthly merged PR totals were 28, 45, 19, 40, and 24. Five months under 50. We were building the machines, but ...
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