28 Jul 2026, 16:19 UTC114 views2 reactionsread 6 August 2026 Most of your backfills didn't have to happen.
A team I worked with once caught a bug that had been quietly corrupting data for a month. Two-line fix. They re-ran the pipeline over 30 days, went to lunch, and came back to a number that had doubled. Because of append mode.
🔗 Link: https://luminousmen.com/post/most-of-your-backfills-didnt-have-to-happen/
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14 Jul 2026, 16:19 UTC206 views2 reactionsread 6 August 2026 I always thought I could feel the difference between something a human made and something a machine made.
Then I found out a million people cried at an AI band, and stopped the second they saw the label, same songs.
New post: why my empathy turned out to be a sticker detector, and what actually survives when the sticker gets faked.
🔗Link: https://luminousmen.substack.com/p/my-empathy-is-a-sticker-detector
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9 Jun 2026, 16:19 UTC308 views4 reactionsread 6 August 2026 I'm about to lose some followers.
Design patterns suck.
🔗Link: https://luminousmen.com/post/design-patterns-suck/
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28 May 2026, 16:19 UTC346 viewsread 6 August 2026 Yikes Google: https://www.thatprivacyguy.com/blog/chrome-silent-nano-install/
27 May 2026, 16:19 UTC284 views2 reactionsread 6 August 2026 I've built an AI whose only job is to tell me that I'm full of shit.
Not write code or summarize my meetings. Just find the hole in my reasoning before a coworker finds it for me in a Slack thread two days later.
I built a Claude Code skill that plays devil's advocate on my own work. I paste in my analysis, and before I send anything it runs a structured challenge: What am I assuming? What evidence did I skip? What…
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21 May 2026, 16:19 UTC337 views2 reactionsread 6 August 2026 Video
Everyone asks how the vibe coding's going. Nobody asks how the vibe's doing.
Source: https://www.reddit.com/r/ClaudeAI/comments/1tdyrdv/claudes_first_day_at_dunder_mifflin/
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15 May 2026, 16:19 UTC324 views5 reactionsread 6 August 2026 Photo
Photo, posted without a caption
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12 May 2026, 16:19 UTC315 views2 reactionsread 6 August 2026 AI isn't replacing data engineers. It's replacing the work that never should have been called data engineering in the first place.
Link: https://luminousmen.com/post/if-your-data-engineer-can-be-replaced-by-an-agent-you-already-hired-badly/
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21 Apr 2026, 16:19 UTC349 views3 reactionsread 6 August 2026 A data engineer on Reddit got drunk and wrote down everything he learned in 10 years. The post lives on.
I agree with almost all of it. Preserved it here: https://luminousmen.com/post/drunk-post-things-ive-learned-as-a-sr-engineer
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14 Apr 2026, 16:19 UTC344 views1 reactionsread 6 August 2026 "How many unique users did X AND Y?" - simple question, brutal to answer at scale.
Theta sketches solve this. But the gap between "here's the algorithm" and "here's how to not get burned in production" is enormous.
I wrote the guide I wish existed when I started working with them: https://luminousmen.substack.com/p/mastering-theta-sketches-for-cardinality
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31 Mar 2026, 16:19 UTC341 views2 reactionsread 6 August 2026 New post: Data Sketches - how to count unique users across billions of events without melting your cluster.
Why COUNT DISTINCT doesn't scale, how sketches actually work under the hood, and which one to pick for your problem.
https://luminousmen.substack.com/p/the-power-of-data-sketches-a-comprehensive
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24 Mar 2026, 16:19 UTC338 views12 reactionsread 6 August 2026 Built a tycoon game about data engineering. You start at the ground level. Goal: reach AGI before you go bankrupt.
Free, browser, no signup: https://game.luminousmen.com/
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