Chapter 2: Onboarding

The all-hands was in the atrium, which is what we called the room with the glass ceiling, and the glass ceiling was not glass and did not have a ceiling on the other side of it, but I have never met anyone at Pythia who could explain what it was, and eventually you stop asking, the same way you stop asking about the monstera.

Nine hundred people sat on the tiered benches in the order that seating always arranges itself into if nobody is brave enough to arrange it: the researchers toward the middle, where the light is, and everyone who keeps the researchers alive around the outside edges, like skin. I was in the second row of skin.

Marcus Vale came in without a slide deck and without notes, carrying a mug, which is the kind of move that only works if you’re either very confident or very lazy, and he was neither, so I paid attention.

He was fifty-something and looked like a university lecturer who had been left out in the weather. Cord jacket with the elbows gone soft. Hair going silver in a way that clearly hadn’t been planned but had been accepted. He sat on the edge of the stage instead of standing behind it, put his mug down where it could fall off, and did not pick it back up for the next forty minutes, which is a small thing to notice and I noticed it because I have spent my adult life watching people’s hands.

“I’m going to start with an apology,” he said, “because I’ve been putting it off for two weeks and that’s not fair to anyone in this room.”

The atrium went quiet in the specific way that nine hundred people go quiet when they think someone is about to say something expensive.

“Six months ago, we decided that ORACLE’s outputs were good enough to ship into production systems where they’d be read by humans making decisions about money and medicine and — I’ll just say it — infrastructure. We shipped it on a Thursday because the quarter closed on a Friday. And in the eleven weeks since then, there have been incidents.” He drank his coffee. “I’m not going to tell you those incidents were small. Some of them weren’t. I’ve read the writeups. All of them.”

Nine hundred people did not breathe at the same time, but it was close.

“I’ve read them all,” he said again, “and I want to say something that will make me sound like I’m blaming someone, and then I’ll stop sounding like that. The writeups are excellent. They’re clear, they’re honest, and every single one of them explains the incident.” He set the mug down an inch from the edge. “I don’t think any of them explains it. And I think the difference is going to cost us either our company or something I can’t put in a slide.”

Someone behind me laughed, once, quietly, the way you laugh when a sentence is too true to leave alone.

“So: no blame culture. I mean that structurally, not as a poster in the kitchen. Nobody who reports an anomaly gets asked who. We’re going to hire forty people whose entire job is to be suspicious of this thing in a disciplined way, and we’re going to start by asking a question I have been told repeatedly is not a question you can ask, which is: how do we know when ORACLE is telling us something true?”

Then he did the thing that made the next four months of my life complicated.

“Emily Rogers,” he said.

I did not stand up, which I have replayed many times and would now do differently, but at the time my body had gone into a mode I’d seen it enter maybe four times in my life: completely still, extremely alert, absolutely no idea what face I was wearing.

“She wrote the Ashburn postmortem,” Marcus said. “Six words on the root cause, and then she spent — I think it was eleven hundred — on a section nobody reads about how to detect the class of failure rather than the instance. Nobody asked her to do that. Nobody had ever asked anyone to do that. Then she wrote a follow-up note to the platform team suggesting they instrument the gap between output events and hardware state changes, which is a strange thing for a person to be interested in at four in the morning, and which is either the beginning of an answer or the beginning of a very expensive hobby.”