
The Write Class™: algorithmic course placement
The First Year Writing Program had an algorithm to guide incoming students into the right writing class. We turned The Write Class™ into a full-stack web application, launched spring 2018.

Turn a placement algorithm into a secure web app
The First Year Writing Program team approached us to implement The Write Class™ algorithm as flexible forms with various branches, ensuring data security in transit and at rest on SOC 2-compliant hardware in AWS.
It also needed to integrate with Boise State's Single Sign On, making the app easy for students, giving records a verified source of student ID, and enabling data integrations into the school's student information systems.
A complete placement platform
Branching form engine
A custom, complex form-based algorithm that results in an English course placement, built on react-jsonschema-form.
Saved progress
Student progress is saved so resuming an application (and reviewing placement results) is easy.
Admin workflow
Search student responses, review submitted material, and send accept/reject notifications by email.
Data integration & editing
An API to push results into student info systems, plus online editing of wording without developer involvement.
Built to scale only when it needs to. The app is used heavily 2–3 times a year during orientation and idle the rest of the time, so AWS Lambda scales for the spikes and stays low-cost in between.





Software architecture and programming for both the front-end and API.
Cloud architecture and hosting on an AWS serverless stack.
Integrating with Boise State's Single Sign On (OpenID Connect).
DevOps and full CI/CD within GitLab, with weekly sprints managed in Pivotal Tracker.
We chose React for the front end. The project hinged on a lot of data from the custom forms we were building, and the open-source mozilla-services/react-jsonschema-form gave us a solid foundation for that form logic. We paired it with Redux as a central store for one-way data flow, breaking the complex data transformations into isolated, debuggable pieces.
Node.js was a natural fit for the API: it stays small, lets us share data-validation libraries between the front end and API, and runs well on AWS Lambda. Lambda matters here because the app is used heavily for just 2–3 weeks a year during orientation and is mostly idle otherwise, so it scales for the spikes and costs almost nothing in between.
We hosted on AWS to make it easy to meet the requirement of SOC 2-compliant hardware with data encrypted in transit and at rest.
Live since spring 2018, and growing.
We're looking forward to working with the TWC team on future phases and bringing more universities onto the platform.
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