Parts
Reference · 8 parts · about 16 min in all
The reasoning partner
One frontier model you use all day to think, draft, critique and analyze. Not for any one task, but for the everyday work of thinking a problem through with something that argues back.
The prototyping tool
It turns a description into a working, clickable thing without an engineer. This is the tool that replaces the spec, and the clearest sign of how the job has changed.
The agentic coding tool
Reading code, writing queries and building small tools, even if you never ship a line to production. Whether you can do this now divides the two versions of the job.
Direct access to your data
Answering product questions yourself, today, without filing a ticket.
Research synthesis
Turning a pile of unstructured text (transcripts, session notes, open-ended survey answers, tickets, call recordings) into an answer to one question: what are people telling us?
The eval harness
Measuring the quality of anything model-powered that you ship: a place where your test set, rubric and scores live, and a command that tells you whether the number moved.
The system of record
The least glamorous category, and the one that decides whether half the others work.
The watcher
Every other category answers a question you asked. This one raises questions you didn’t know to ask.