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Testing

Test Data Management: Factories, Fixtures, and Seeding at Scale

Poor test data management causes slow tests, flaky tests, and tests that are impossible to understand. Here's how to build a test data strategy that stays maintainable as your codebase grows.

Mar 11, 2026 7 min read

Business Stories

Why We Fire Ourselves From Projects

Sometimes the best thing you can do for a client is tell them they don't need you anymore. Here's why we build ourselves out of the job.

Mar 11, 2026 2 min read

Testing

Property-Based Testing: Finding Bugs Your Unit Tests Miss

Unit tests verify specific examples. Property-based tests verify that rules hold across hundreds of randomly generated inputs. The bugs they find are the ones you never thought to test for.

Mar 10, 2026 6 min read

Business Stories

We Lost a $50K Deal By Being Honest (And It Was Worth It)

The prospect wanted to hear 'yes, we can do that in 6 weeks.' We said no. Here's why that was the best decision we made that quarter.

Mar 10, 2026 2 min read

Testing

Testing Microservices in Isolation: Stubs, Mocks, and Service Virtualization

When your service depends on five other services, how do you test it without standing up the entire system? Stubs, mocks, and service virtualization are the answer.

Mar 9, 2026 7 min read

Business How-To

How We Onboard Clients in 48 Hours (Not 4 Weeks)

Most agencies take a month to get started after signing. We start delivering value in 48 hours. Here's exactly how.

Mar 9, 2026 2 min read

Testing

End-to-End Testing Without the Pain: Patterns That Actually Scale

E2E tests have a reputation for being slow, brittle, and expensive to maintain. They don't have to be. Here's how to build an E2E suite that stays reliable as your codebase grows.

Mar 8, 2026 6 min read

Business How-To

How to Rescue a Failing Software Project

Your project is off the rails. Deadlines blown. Budget gone. Trust broken. Here's how to salvage it—or know when to walk away.

Mar 8, 2026 2 min read

Testing

Mutation Testing: The Metric That Exposes Weak Test Suites

Code coverage tells you which lines ran during tests. Mutation testing tells you whether your tests would actually catch a bug. The difference is significant.

Mar 7, 2026 2 min read

Business How-To

The Documentation Nobody Writes (Until It's Too Late)

Your lead developer just quit. Nobody knows how the system works. This was preventable.

Mar 7, 2026 2 min read

Testing

Contract Testing: Preventing API Breaking Changes Before They Hit Production

Contract testing makes your API agreements machine-verifiable, so breaking changes are caught before they reach production and crash your consumers.

Mar 6, 2026 7 min read

Business Stories

What Happens When Your Developer Disappears

Your freelancer stopped responding. Your agency went dark. Your code is sitting on someone else's server. Now what?

Mar 6, 2026 2 min read