Sten Vesterli (@stenvesterli) profile picture

Ironman, private pilot, long distance hiker, ultramarathon runner, skydiver, paraglider, scuba diver, mountaineer. And IT consultant.

Copenhagen
Joined October 2007
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Some of my American friends are ecstatic right now, some less so. Our mood is affected by external events, many of which we have little or no influence on. It is important to take some time regularly to reflect on your happiness or lack thereof.
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You'll find that happiness comes from things and people close to you, while unhappiness sneaks into your life from the media you consume: AI is going to take your job! And kill you! But the world is not about to end.
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You control your happiness more than you think. Identify your sources of happiness and spend more time on them. And consume less media.
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Using AI at runtime comes with the hidden cost of non-determinism. That leads to all kinds of new work we are not used to in IT.
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And lastly, there is an extra cost in compliance, where we have to convince our legal and compliance teams that our solution is and will remain compliant.
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Use deterministic code if you can. There has to be a strong business case for AI at runtime to justify all these extra costs.
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Are you good at allocating resources? That's a quintessential leadership challenge, and it's hard in an IT organization because we don't have good measures.
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Measuring time didn't work. It just led to presenteeism. Measuring LOC didn't work. It just led to bloated code. Measuring token usage doesn't work. It just leads to tokenmaxxing. Those are input measurements, but you need to measure output.
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The people who can tell you if your IT organization provides value are found outside it. Unless you involve the business in your measurements, you are just proving that you are busy.
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The dopamine hit from discarding something is as good as the one you got from buying it. And you'll find that having one item less increases your energy and happiness. One more item quickly turns into clutter and subtracts happiness.
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You have hundreds of candidates for recycling. Get rid of something today.
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There are two kinds of systems that work well in an AI world: those that participate and those that don’t. The problem is that most systems fall somewhere in between.
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If you want AI to access your systems on behalf of users, for example, if you are selling something, make sure you offer an MCP server, a well-documented API or structured product data. The new open-source tool Scope from Microsoft is one way to check.
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If you don’t take either route, you get the worst of both worlds: your system will waste resources trying to serve the bots, but they will not be able to complete any transactions. Which route have you chosen?
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What does the After Action Report after last week's PHP incidents show? I like the term “After Action Report” (AAR) better than “postmortem.” Many organizations only do postmortems when something went down.
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The format is: 1. What was supposed to happen 2. What actually happened 3. If there is a gap, why? 4. What should be sustained or changed?
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Did everybody know what was supposed to happen last week, and did it?
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