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
Blog
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
Metrics Cardinality Explosion: How to Monitor Without Blowing Up Your Bill
Adding a user ID label to a Prometheus metric seems harmless. With 100,000 users, it creates 100,000 unique time series. This is cardinality explosion, and it will crash your monitoring stack.
Mar 17, 2026
6 min read
What Clients Actually Want From Their Developer (It's Not What You Think)
After working with dozens of clients, the number one request isn't better code or faster delivery. It's something simpler.
Mar 17, 2026
2 min read
Distributed Tracing in Practice: From Instrumentation to Debugging
When a request spans five services and takes 3 seconds, logs alone won't tell you where the time went. Distributed tracing shows you the complete request path, timing, and failures across your entire system.
Mar 16, 2026
6 min read
We Built a Client Portal and It Changed Everything
Our support emails dropped 60%. Client satisfaction went up. And we stopped dreading Monday morning inboxes.
Mar 16, 2026
2 min read
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
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