The instruction manual was 84 pages long. Miriam had no time.

And in the database, under , Miriam’s final answer read: "Every class list is a story. Teach the students, not the spreadsheet."

Miriam stared at the list of 32 names in her 7th-period Earth Science class. There was Jaylen, who read at a 10th-grade level but refused to speak in class. There was Sofia, who knew every rock formation in the state but couldn't sit still for more than four minutes. There was Marcus, who had just transferred from a school without a science lab.

"What am I even supposed to answer?" she muttered.

For Jaylen: "Needs quiet validation. Pair with outgoing but respectful partners. Answer: Challenge him, but never in front of peers."

The software engineers never understood that note. But her students did. And that was the only answer that mattered.

She went down all 32 names. By the end, the "Teacher Class List Answers" wasn't a sterile data form. It was a field guide.