Why Milestone-Based Delivery Beats Hourly Billing
Hourly billing creates misaligned incentives. Here's why milestones work better for everyone.
Feb 8, 2026
1 min read
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Insights on software development, technical strategy, and building reliable systems.
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Why 70% of Software Projects Fail—And What We Do Differently
The statistic is sobering: 70% of software projects fail to deliver on time, on budget, or on scope. Here's what causes these failures and how to prevent them.
Feb 1, 2026
3 min read
Managing Technical Debt Effectively
Technical debt is inevitable, but it doesn't have to be unmanageable. Learn strategies for keeping it under control.
Nov 8, 2025
7 min read
All Posts
SLIs, SLOs, and Error Budgets: A Practical Guide
SLIs, SLOs, and error budgets give reliability a language that engineers and business stakeholders can reason about together. Here's how to implement them practically, not just theoretically.
Mar 15, 2026
7 min read
Technical Debt Explained for Business Owners (No Jargon, I Promise)
Your developer keeps saying you have 'technical debt.' Here's what that actually means in dollars and timelines.
Mar 15, 2026
2 min read
Alerting That Works: Reducing Noise and Catching Real Incidents
Most alert systems page engineers too often for things that don't matter, and not quickly enough for things that do. Here's how to build an alerting strategy that your on-call team will actually trust.
Mar 14, 2026
7 min read
The Real Cost of 'We'll Fix It Later'
Every shortcut you take today becomes a toll road you pay to drive on forever. Here's what 'fix it later' actually costs.
Mar 14, 2026
2 min read
Structured Logging: Stop Grepping Through Unreadable Logs
Unstructured log lines are nearly impossible to search, aggregate, or alert on at scale. Structured logging transforms your logs into queryable data that actually helps you debug production issues.
Mar 13, 2026
7 min read
The $200K Mistake Most Startups Make With Software
They build the whole thing before talking to a single customer. Then they find out nobody wants it.
Mar 13, 2026
2 min read
Visual Regression Testing: Catching UI Bugs Automatically
A CSS change that looks fine locally can silently break your UI in production. Visual regression testing catches those changes automatically by comparing screenshots before and after every deployment.
Mar 12, 2026
6 min read
Why We Show Clients Our Mistakes
Most agencies hide their problems. We put ours in a dashboard. It sounds crazy—until you see what it does for trust.
Mar 12, 2026
2 min read
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
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
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
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
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