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Case Study: Team Enablement

Social Commerce Startup Ships 3 Major Features in 60 Days

Social Commerce Startup10 employees60 days to production
33
Major Features
Social Commerce Startup Ships 3 Major Features in 60 Days

The Full Story

This social commerce startup was building a mobile app with Shopify integration but struggling to keep pace with their roadmap. Their codebase had grown organically: Go for the backend, Cordova for the mobile app, and several middleware layers connecting everything. New hires took months to become productive, and they couldn't afford that ramp-up time.

We brought in our AI development team to quickly understand their complex codebase. Using AI-powered code analysis, we mapped their architecture and got productive within days instead of months. Working in parallel with their existing team, we tackled the feature backlog while they continued their core roadmap. In 60 days, we shipped enhanced Shopify sync, improved mobile notifications, and a new social sharing feature, all integrated smoothly with their existing stack.

The Challenge

Social commerce startup building a mobile app with Shopify integration had a complex mixed codebase spanning Go, Cordova, and multiple middleware layers. Their small team was struggling to ship features quickly enough to compete, and the codebase complexity made onboarding new developers slow and expensive.

Our Solution

We embedded our AI development team to rapidly understand their multi-language codebase, then worked in parallel with their existing team to accelerate feature delivery. AI-powered code analysis helped us navigate the Go backend, Cordova mobile layer, and middleware integrations.

AI-Accelerated Feature Development

Pair programming and automated testing for rapid feature delivery

1
User Feedback
HUMAN
2
Feature Backlog
DATA
3
AI Prioritization
AIAnthropic
4
AI Pair Programming
AIAnthropic
5
Auto Test Gen
AIOpenAI
6
Code Review
AUTO
7
Ship Feature
AUTO
8
User Metrics
DATA

The Result

3 Features in 60 Days

33
Major Features
2x2x
Dev Velocity
33
Languages Covered
60 days60 days
Engagement

They understood our Go and Cordova stack faster than developers we'd tried to hire. We shipped more in two months than we had in the previous six.

Founder Social Commerce Startup