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Engineering Leadership

Zero Integration Bugs: How I Built an API Contract Platform for My Teams

When frontend and backend teams disagree on contracts, bugs happen at delivery time. I built a tool to stop that.

By Francisco Cucullu · AI Product Leader

The Problem

As a product leader managing engineering teams, I kept seeing the same failure mode. Frontend and backend teams would work in parallel for a sprint, each building to their own understanding of the API contract. At integration time, nothing fit together. Field names were different. Types did not match. Validation rules conflicted. Edge cases were handled differently on each side.

These were not skill issues. The engineers were good. The problem was structural. There was no single source of truth for API contracts, and no mechanism to enforce agreement before code was written. By the time the mismatch surfaced, both teams had already invested days of work. Fixing it meant rework, delays, and frustration.

This pattern repeated across every team I managed. It was not a one-off problem. It was a systemic one.

The Solution

I built the API Contract Hub, a platform where frontend and backend teams define API contracts collaboratively before writing any implementation code. The key insight: if both teams agree on the contract at the start, integration becomes a non-event.

The platform does more than store contracts. It auto-generates invalid test cases for every endpoint: structural violations, type mismatches, and format validation errors. These generated tests are copy-paste ready for Jest, Vitest, or Mocha. Engineers get unit test coverage for free, documented from day one.

Contracts also export to OpenAPI 3.0 spec, so they plug directly into existing toolchains for documentation, code generation, and API gateways.

The Impact

Integration became part of the same deploy. No separate integration phase. No "integration sprint." Frontend and backend teams ship together because they agreed on the contract before writing a single line of code.

The auto-generated tests catch contract violations early, before code review, before QA, before anyone wastes time debugging a mismatch manually. Documentation gaps disappear because the contract is the documentation, and it is always up to date.

This is a personal tool I use to lead my engineering teams more effectively. It solves a problem I have seen cause delays and frustration in every product organization I have worked in. The ROI is not theoretical. It is measured in sprints that ship on time and integration bugs that never happen.

Technical Details

  • Stack: TypeScript, Next.js, Prisma
  • Test generation: Structural, type-mismatch, and format validation cases
  • Output formats: Jest/Vitest/Mocha ready, OpenAPI 3.0 export
  • Workflow: Teams define contracts collaboratively, then build independently
View source on GitHub View project details

Francisco Cucullu is an AI Product Leader building AI products at scale. Learn more.