A complete ticket scanning inbox in 30 minutes
Pokerbase needed a full ticket scanning inbox feature — backend API, React Native frontend, tests, security review, and deployment. A senior developer would need a full day. Factor16 delivered it in 30 minutes, with an enhancement the original spec missed.
Total delivery
Human time
Faster than manual
The Challenge
Build a ticket scanning inbox from scratch
Pokerbase is a poker session management app built with React Native. Their users needed a way to scan physical tickets, store them in an inbox, and link them to poker sessions — either during session creation or retroactively.
The feature required changes across the entire stack: a new database schema for the inbox, REST API endpoints, React Native screens with camera integration for scanning, navigation updates, and proper test coverage. Security was critical since the tickets contain financial data.
A senior developer estimated 8 hours for this scope, including architecture planning, implementation, testing, and code review. That's a full work day blocked on a single feature.
Backend API & database schema
React Native screens & navigation
QR code scanning integration
Automated test suite
Security review & auth checks
Execution Timeline
From requirement to production in 30 minutes
Here's exactly how the 30 minutes broke down — from the first requirement analysis to the final deployment-ready build.
Requirement refinement & architecture
The team analyzed the ticket scanning inbox requirement. During analysis, a gap was identified: the original spec only covered creating sessions from inbox tickets, but didn't address linking tickets to existing sessions. The data model and user flow were designed before any code was written.
Full implementation
The backend API endpoints and database schema were built. React Native screens were implemented — inbox list, ticket detail, and the linking flow. Test cases were written in parallel using TDD. Auth concerns on the new endpoints were flagged and resolved. Build pipeline was configured.
Human review & iteration
The human reviewer tested the feature in the app, identified a color scheme inconsistency, and approved the feature enhancement. The team iterated on the color feedback in under 2 minutes. Build and deployment prep completed automatically.
Key Insight
Quality, not just speed
A missing requirement caught before implementation
The original scope was straightforward: user scans a ticket, it goes to the inbox, and they can create a session from it. But during requirement analysis, a gap was identified that would have hurt the user experience.
What was missing: The ability to link existing inbox tickets to sessions after the session was already created. Without this, users would be forced to scan tickets before starting a session — an unnatural workflow.
What was added: A bidirectional linking flow — users can create sessions from inbox tickets or link tickets to existing sessions retroactively. This gives users full flexibility.
Why this matters: Our process doesn't just execute instructions — it actively thinks about the product. This kind of requirement gap is routinely missed in standard developer handoffs, only to be discovered weeks later by users. We caught it before a single line of code was written.
Human in the Loop
5 minutes of human time, total
The human stayed in the loop for decision-making and quality assurance — not implementation.
What the human did
Functional testing — tested the feature in the app
Feedback — identified a color scheme issue
Decision-making — approved the feature enhancement
What the human didn't need to do
Write any code
Design the architecture
Write tests
Handle security considerations
Manage deployment
Quality Assessment
Production-ready on first delivery
Speed means nothing if the output isn't production quality. Every feature delivered by Factor16 meets these standards automatically.
Production-ready code
Test cases included
Security reviewed
Design consistent with brand
Feature complete with enhancement
The Result
Traditional development estimate vs. Factor16
A complete feature with backend, frontend, tests, security review, and an enhancement the original spec missed — delivered before the first standup would have started.
What to do differently next time?
Nothing. Scale up and deliver more features with this approach.
Ready to ship features faster?
Book a 15-minute intro call and see how Factor16 can deliver your next feature.