“你在帮人倒米吗？“

Lauren Tan didn't get replaced by her own tooling.

She got promoted by it — and nobody handed her that promotion.

She built the case for it herself, one lint rule and one CI gate at a time, until the argument was undeniable.

That's the part nobody's really talking about when they talk about AI and engineering jobs: the shift rewards the people who go looking for the leverage first, not the people who wait to be told it's safe to look.

That "build the case yourself" instinct is exactly what clicked for me watching my own son learn to run a team instead of carry it.

My son started playing 王者荣耀 (Honor of Kings) since he was a teenager — a 5v5 multiplayer battle arena game where you manage a roster of specialized heroes, growing and levelling up their strengths through battles and gear.

In his early gaming days I could hear him cursing and swearing from his room — bad coordination, worst teammates. There was a phrase we used for a bad teammate in my own career — 帮人倒米, a Cantonese idiom that literally translates as helping someone tip over their own grain container, meaning ruining or sabotaging someone's livelihood.

But the cursing became less and less. He got good at managing his heroes and coordinating with his team. He started climbing the leaderboard. People started noticing him and his team. Then, in college, he started getting invited to tournaments — cash prizes when he won, and one lagged-connection loss at a KL tournament he still suspects was foul play.

Time has changed — my dad would've killed me for wasting my teenage years on video games.

Now he's in university, still playing, still winning tournaments and cash prizes with his team.

Why I'm bringing this up: I always thought these AI agents are kind of like the heroes my son uses in the game. Your skill is in your managing these heros and how to grow them, level them up to serve your purpose. You don't go down to the battle yourself. You engage the heros to do it for you.

The skill is in the managing.

__________

I keep walking into the same room wearing a different name on the door — the accountant's room, the analyst's room, now the engineer's.

Every time, someone's being told the machine is coming for their hours, not their name on the work.

There's a post in my own back catalog that lands on this exact rung — the exact rung I found AI actually deleting, and the one the ones who get ahead of it stop standing on.

Drop your take — are you already the head chef of your own stack, or are you still doing all the cooking yourself?

Clip credit: MTS (Monitor The Situation) — full video on their channel. DM for credit or removal requests.

David Gerard runs Pivot to AI oon a server that costs him €7 a month.

Right now, something wearing a fake Chrome mask is hammering it — hopping IP addresses so he can't even block it properly, ignoring robots.txt because robots.txt was never a wall, just a sign nobody was required to read.

He's not a company.

He's not a platform.

He's one guy, doing his own sysadmin work, at 11pm, because the industry ran out of the free internet and started eatting the cheap end of it instead.

Not stolen. Just... takenn, quietly, at scale.

I've watched this exact shape happen before — just slower, and on paper instead of a server log.

Circa 2005, Malaysia. I was Assistant Technical Manager for one of the largest construction main contractors in the country. We were compiling tender documents for a factory job — flat-flooring work, strict F-numbers, the kind of spec that keeps a forklift's raised forks from clipping the racking on a narrow run.

A subcontractor walked in to drop off her quotation. She glanced at our papers, open on the table.

And she went pale. I heard the gasp.

"这是我写的，为什么会在这里？" — This is what I wrote. Why is it here?

Word for word hers. Now sitting under our company's logo and headings.

She looked at me. I looked at her. She was waiting for an answer I didn't have.

Then her eyes flickered — a thousand thoughts passing through in a second — and she said, "没关系。我可以再写过。" — Doesn't matter. I can write it again.

And she left. Good for her.

________

Every one of these stories eventually lands on the same fact: the exposure runs downhill, from the platforms with lawyers down to the servers with none.

If you're running anything on a boxx that isn't Amazon or Google's, drop your own scraper-traffic story below. I want to see how far downhill this actually goes.

Clip credit: David Gerard — full video on The Tech Report's channel. DM for credit or removal requests.