The Role Atlas career library
Field Notes.
Understand the work.
Build something worth talking about.
Build closer to the problem.
For engineers who want to work with customers, ship useful AI, and own what happens after the demo.
01 / Get your bearings
Start here, or jump into any guide.What does an FDE actually do?
Where engineering meets the customer, and how to tell this role from presales, consulting, or support.
Read the guideHow forward-deployed engineering found its moment
The idea predates the AI boom. What changed is the pressure to make AI useful in real workflows.
Read the guideThree signals to watch in AI deployment
Production delivery, measurable reliability, and reusable systems: a dated snapshot, not a hiring forecast.
Read the guide02 / Build your proof
Original project briefs, not certificates.Build a support copilot that knows when to stop
A cited-answer assistant with permissions, a test set, and a human handoff. More than a chat window.
You will leave withA working demo and reproducible setup instructions
Open project brief Build an integration that survives a bad day
Sync a mock CRM and ticketing system. Make retries, duplicates, and human review visible.
You will leave withTwo mock APIs, a connector, and a small operations dashboard
Open project brief