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Mobile & Web Application
Sports Matching Platform
A sports matching platform delivered end to end by our automated build pipeline, with every acceptance criterion verified by browser tests.
Company
Sports Matching Startup
Timeline
3 months
When
2026
Category
Mobile & Web Application
Project Overview
This is a two-sided matching product, and we used it to prove something harder: that our gate-checked pipeline could take a specification and a design system and deliver a complete, verified application without hand-writing the framework layer. Deterministic scaffolds generated the framework wiring, base classes, CRUD modules and auth; the model wrote only entities, business logic and pages.
The Challenges
What we faced during work:
01
Framework Code Reliability
Boilerplate must be exactly right, which is precisely where generated code tends to fail.
02
Verifiable Completeness
Completion had to mean something measurable, not a subjective review.
03
Two-Sided Matching Logic
User and admin surfaces have different rules over one dataset.
04
Design Fidelity
The delivered UI had to match the design system rather than approximate it.
05
Repeatable Delivery
The process had to work again on the next project, not just this one.
What We Did in a Nutshell
Work flow scenario:
- 01Structured Specification
- 02Design System Handoff
- 03Deterministic Scaffolding
- 04Database & Backend Generation
- 05Frontend Generation
- 06Integration
- 07API Test Gate
- 08
The Solutions
The outcomes:
01
479 Acceptance Criteria Verified
334 user and 145 admin criteria confirmed passing by automated browser tests at delivery.
02
Gate-Checked Phases
Each phase had to clear an automated quality gate before the next began.
03
Deterministic Framework Layer
Scaffolds generated the fragile boilerplate identically every time.
04
Design-Faithful UI
The design system drove the build rather than being retrofitted.
05
Repeatable Pipeline
The same process now runs on subsequent projects.
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