Software Engineer
Boston
Joined September 2019
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- Following440
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I agree with this so much there is a paradigm shift happening right now.
it's shocking that software engineering has transitioned to 100% AI written in such a short time.
it's more shocking that somehow we, the SWEs, are all just continuing on as if nothing happened. It writes C++ better than I ever could, but the problem of making sure it works didn't magically disappear. we are just shipping enormously more volume at higher quality.
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claude edits my spacex site every morning and keeps notes on itself to recursively improve. self-improving software is here, it’s just ugly
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github actions cron is a suggestion, not a schedule. mine ran 3–9 hours late and skipped a day entirely. the fix: a claude code scheduled task whose only job is to poke the workflow on time. the robot babysits the robot 🤖
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I’m surprised I haven’t heard of anyone trying to sell starter code which has the proper abstractions for agents to work on.
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Proper AI validation is not just confirming the feature, but confirming what should also not be touched or what should remain the same.
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something im experimenting with -> if training a model on ai generated data can cause rot then would that same workflow cause rot in a autonomous code base if it creates its own data
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AI bro: “How can I use AI to make pancakes?🥞 is there an objective done that can be used in the validation loop. So I can iterate until reaching the perfect eval.”
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The goal: software that runs itself.
Every morning an AI agent reads the day's SpaceX data, decides what matters, rebuilds spacex-daily.vercel.app, fact-checks itself and ships.
Whether I'm awake or not.
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I built a SpaceX & Starlink site that rewrites its own front page every morning.
Code finds the day's stories and scores them. Claude picks the lead, writes the headline and rearranges the page.
Then a fact-checker throws out any number Claude didn't actually see in the data.
spacex-daily.vercel.app
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Autonomous software is when agents understand what they need to do by analyzing data and, therefore, prompt themselves
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okay cursor cloud agents are a horrible experience it is so glitchy and not intuitive to use. You can tell that grok bot is going to eat it up
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trying out cursor cloud agents for the first time will see how this goes. do like that I dont need to install dekstop app or cli to use it
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The main point here is to stay curious. The curious person ask questions, pushes back, explores different options. They don’t simply just say yes.
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Great feature cant wait for it to be in pr’s. I don’t want to juggle a dozen tools github.blog/changelog/2026-1…
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