Data scientist / software engineer. Building Nobi, Milton, and retail demand planning systems.
Building AI assistants →
Joined April 2009
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1/ I've been working with a company that has gone all in on having their employees vibe code internal dashboards. It all works great, until it doesn't.
Employees need software tools and reporting. AI makes it easy for them to create their own.
4/
1. Make sure everyone's vibe-coded project has a home on your company's GitHub account
2. Run a simple automated code review process that ensures there are no obvious security leaks (like passwords in source code)
Zain Yousaf and I just finished our latest Show & Tell. On this week's share session, we went over 3 things:
1. Claude Design for decks
2. Launching multiple Claude apps
3. A new Shop Nobi feature that lets you search across lots of stores
Check it out:
youtube.com/live/z-ZOSuUuyb0…
Another weekly show & tell done with my buddy Zain Yousaf: youtube.com/watch?v=rwFXrMbD…
Stay tuned for next week's link, and if you're interested in joining us, let me know!
Another Friday Show & Tell completed with my buddy Zain Yousaf. We go live every Friday at noon ET to talk about what we're seeing and doing. Come join us!
Next week's URL coming soon.
youtube.com/watch?v=010aTFOh…
1/ I've added better explainability to Milton's predictions. The stock forecasts I was seeing were unclear as to why they were what they were.
2/ This explainability (which is a major area of research in ML and one that, I believe, is likely custom to each specific scenario) helps me understand WHY a particular stock forecast is what it is.
3/ Milton is now out there at milton-nau-web.pages.dev/ (but at some point I need to think of a better name and URL).
1/ One area where I've just been hitting a wall with AI coding agents is in their ability to complete, end-to-end, a highly complex coding task without any human input.
3/ Dealing with this problem has become time-consuming enough that I am considering building some sort of harness/overseer/guide that can ensure a task is completed satisfactorily to my liking.
1/ Over the pst couple of months I've built out a demand forecasting system that can help retailers identify which products they should be buying/planning for.
