@CoderciseYTi
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Machine apocalypse enthusiast. Jiu jitsu black belt.
Texas, USA
Joined April 2009
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Played with Jev all weekend and came away pretty impressed.
I think its real value is giving smaller companies access to the kind of classifiers that previously needed a mountain of data or a dedicated ML team.
Wrote up a few experiments with fraud, sales and patents:
nickhayden.com/blog/my-first…
Is anyone actually saying to ignore creative pursuits now that AI is available? In our circles it seems like people are spending more time on creative output than before specifically because of AI’s prevalence.
You should read this. It’s a pattern that happens again and again with the same end result.
new post: the senior engineer death spiral
sunilpai.dev/posts/the-senio…
a friend just started a big job and asked for some advice. so I braindumped a monologue about a super common failure mode I see with engineers and posted it here, hope it helps whoever it can.
Jev is a much nicer interface than the last time I was working with machine learning for classifying things.
I built a pop quiz tool at work where you put in a PR and it generates questions based on the changes being requested.
The "whiteboard defense:" I should be able to pull you aside at any moment and ask you to explain any customer-facing system you've shipped. You should be able to clearly explain how it works and defend the decisions you made. This is my benchmark for responsible AI usage.
I don't expect line-level familiarity with the code. I don't care if you remember the exact function name or implementation detail. You may not even know it. I don't care.
But if I ask "why did you do X instead of Y?", "what happens if this actor behaves maliciously?", "what data structure did you use here and why?", or "where does this fail?" you should be able to answer confidently.
For PoCs, demos, experiments, whatever: I don't care. Generate 100% of it and understand none of it. Speed over quality every time in those specific scenarios.
But if you're shipping customer-facing work, you can't be shipping things you don't understand at a high level.
Curious that the people advocating for a regulated market would benefit from a regulated market.
Replying to @sean_from_earth
i won't lie to you, i think open source will be banned before too long after some major disaster. and when the day comes, you'll agree with me. i hope kimi and deepseek etc keep making models but keep them monitored on an api where they should be
I just don't get how people aren't racing out of bed every day in the era of AI coding. Such an exciting time to be building.
I only watch movies by using my agents to find the script online then reading it line by line in my terminal. This preserves both my privacy and my intelligence.
It’s nice to see a business leader actually lead their company.
Yep. Except:
1. This was about important internal tools. The team was stuck in some architecture nightmare of their own doing (writing it in rails but headless, with graphql api, and a SPA react app, constantly needing frontend engineers for changes). I call this kind of thing 'cosplaying an enterprise production app'. All that complexity was in the way and using straight rails was perfect in that case.
2. I make calls like this all the time. Usually someone on the team asks me to. They see what needs to happen but don’t want to be the bad guy. I’m happy to just make the call if I agree with the premise. Saves enormous amounts of meetings and change management etc. Sometimes this is jokingly referred to as Founder-mode-as-a-service here.
3. For ten years I’ve also run an internal podcast called Context, where I revisit decisions like these and explain the reasoning so everyone can learn from them. This is helpful to give people all the variables that were considered and why this was the choice made given the information available at the time. I want to teach how to make such decisions effectively without needing me. Sunk cost fallacy is a problem.
4. Any notions that Shopify is succcessful despite of me doing this, instead of because of it, will have a hard time making their argument come together I think 😄
the part of 'two weeks later tobi learns about...' is nonsese and the pivot of that project up there happens one of the more successful examples of interventions. But getting the company to work effectively with great architecture and low technical debt baggage into the right direction is literally the job, so guilty as charged I suppose.
But there are always cope stories floating around like this because they are more fun, than saying 'somehow we needed tobi to stop doing silly architecture astronautics'. I can totally see that.
By the time my sweater arrives it will finally be cool enough in Texas to wear it.
For anyone that didn’t get a made in USA @reindsummit sweater last night, we’re giving the first 1,000 away for free 🇺🇸