Case Study
"Codebox completely changed how our team writes code. We stopped juggling three different AI tools and cut our monthly token bill in half within the first week."
Modulus switched to Codebox and eliminated three separate AI subscriptions in one week.

"Before Codebox, our team wasted money on three AI subscriptions with no coordination. Two weeks after switching, costs fell, alignment improved, and we began shipping on time."

Stefan Persson
Full-stack Developer
The Challenge
Modulus was spending over $4,700 a month on three different AI platforms. Each developer had their own favorite tool, and there was zero sharing happening. The engineering lead was totally in the dark about what was actually being used or why the bills kept climbing every month.
James on the challenge
I just realized we paid for the same AI features three times! No one communicated because everyone assumed someone else had it covered. It’s frustrating to see such poor communication in the team.
The Solution
Modulus moved their entire team onto Codebox in a single afternoon. Within 48 hours every developer was working from one shared workspace, switching between GPT, Claude, and Gemini without losing a single line of context.
James on the solution
The onboarding took less time than our weekly standup. By the next morning the whole team was in Codebox and nobody wanted to go back.
The Results
Monthly AI spend dropped from $4,700 to $2,800
3 separate tool subscriptions cancelled within a week
Average developer saved 8 hours per week on context switching
Team shipped their next feature release 11 days ahead of schedule
About
Modulus builds developer infrastructure for fast moving engineering teams. Their platform helps over 3,000 developers ship cleaner code in less time.
Industry
API Development
Company Size
60 employees
Founded
2018
Headquarters
Portland, Oregon


