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Speak So They Can Hear You

November 16, 2025November 16, 2025

“My manager needs to put an ROI on everything,” an SRE leader told me at KubeCon this week. Yeah, I feel that. We know the value of SRE, smoothing all other work so that production can produce. Putting that into dollars though? It’s hard to count the cut costs of incidents that didn’t happen. Yet …

Read moreSpeak So They Can Hear You

Tags complexity, Software Development, Systems Thinking
a medusa sculpture by one of my kids

What is special about MCP?

November 10, 2025November 9, 2025

three things MCP can do, and an infinite number of things it can’t do (all of which make it great) AI agents can interact with the world using tools. Those tools can be generic or specific. Generic Run a bash command Operate a web browser Execute a SQL query Specific See my Google Calendar events …

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Tags ai, ai-assisted, Software Development

Ritual & its Consequences: book summary

October 5, 2025October 5, 2025

I like how they make the title sound like ritual is a problem. Our culture believes that, I liked to believe it, and so the book is more appealing. (book on amazon, pdf excerpt) The book is not about rituals, but rather the attitude that ritual engenders. It’s an attitude of “If we do things …

Read moreRitual & its Consequences: book summary

Tags beliefs, book summary, complexity, culture
Cat speaking at Agile 2025

When efficiency isn’t wasteful

September 21, 2025September 21, 2025

Efficiency means doing the same thing with fewer resources. In software, efficient code is faster, because that uses less compute. If some other software is waiting on yours to return, then your speed is saving upstream compute. Efficient data uses less space, which means less network bandwidth to move it around. All this is very …

Read moreWhen efficiency isn’t wasteful

Fixing Without Understanding

May 18, 2025May 18, 2025

A while back, I washed a book in a load of laundry. It got all the way through the dryer before I realized what all this white stuff was. Ooops! I’ve been feeling bad for all the fuzz left in the dryer. Poor dryer. Maybe I can take its front off and scoop all that …

Read moreFixing Without Understanding

Tags tistil

Augmented Coding: Better with Principles

May 18, 2025May 18, 2025

Today I opened the AWS console in order to transcribe a video, and I could not be bothered to do all that clicking. This has to be six lines in the terminal. I don’t know the six lines, but Claude does. Claude “automated the entire Amazon Transcribe workflow” in 300 lines of dependency checking, argument …

Read moreAugmented Coding: Better with Principles

Tags ai-assisted, automation, Software Development
digital art by Evelyn Kerr

Augmented Coding: an Experience Report

April 20, 2025April 20, 2025

Last weekend I sat down with augmentcode.com to do some serious AI-assisted coding. The agent, “Auggie,” promises to automate coding tasks to a level I haven’t tried before. Gotta say, it was pretty good. I got farther than I would have alone. But hoooo, it is a new kind of effort and frustration. Overall impression: …

Read moreAugmented Coding: an Experience Report

Tags ai, Software Development

Software development is…

February 17, 2025February 17, 2025

There is something puzzling about software development. It doesn’t work like many tasks, it doesn’t break down the same way. It feels strangely personal, like there’s a connection between the code and the coder, or else it goes brittle. Today I learned a word for this! Ursula Franklin was a physicist, among other things, and …

Read moreSoftware development is…

Tags Software Development, symmathesy, Systems Thinking

The world is terrible and great

January 20, 2025

Not only can things be otherwise, they already are, and it is a matter of tuning, tending, activating, connecting, and defending these processes of change that are already in the making. Nick Montgomery and carla bergman, Joyful Militancy Today is Martin Luther King Jr. Day, 2025. The system is broken, it is getting worse, and …

Read moreThe world is terrible and great

Tags change, complexity, philosophy, Systems Thinking

Cascading OKRs: We can do Better

January 12, 2025January 12, 2025

OKRs (Objectives & Key Results) are a framework for validating alignment through the organization. As a company, as a department, as a team: what are we focused on this quarter? What are we trying to make true? Alignment looks nice when the team OKRs roll up to the department OKRs, and those add up to …

Read moreCascading OKRs: We can do Better

Tags business, complexity, okr, Software Development, Systems Thinking
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