Ideas, opinions and experiments
Rules, judgement and the noise in between
Everyone talks about AI bias, far fewer about AI noise. What Kahneman's Noise teaches about rules vs judgement, where new decision models like Jev and Laya fit between code and chat, and why agents talking to agents worry me.
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Onboarding onto a codebase nobody wrote
Developers already spend around 58% of their working time reading code and working out what it does. …
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Why we write our own skills
A skill is packaged instructions your agent follows on every task it touches, so installing one you haven't …
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AI writes the code. Experience writes the ticket.
Give an agent a vague ticket and you get plausible code that closes it. Give the same model a real …
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We accidentally built our own version of Jira’s AI workflow
Atlassian rebuilt Jira's developer pitch around AI agents, and we read the page with a strange feeling of …
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We gave an AI agent its own account in our project tracker
An AI coding agent sits in our assignee dropdown between two human engineers. Most of what we learned came …
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The demo gap
Somebody on your team built a working version over a weekend, and the board has already seen it. What stands …
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The convergence is in the reasoning, not in the learning
Two things are actually broken in this generation of AI, and reasoning isn't one of them. A single training …
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Why I was quiet on the AI topic, and what I got wrong
I posted about AI and machine learning for over ten years and got about three likes for the trouble. Then it …
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