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
The Four Golden Signals: What Every Service Should Monitor
Google's Site Reliability Engineering book defines four signals that, together, give you a complete picture of service health: latency, traffic, errors, and saturation. Here's how to implement them.
Mar 20, 2026
7 min read
The One Meeting That Saves Every Project
It's not a standup. It's not a retrospective. It's the meeting nobody schedules until things are already on fire.
Mar 20, 2026
2 min read
Log Aggregation at Scale: ELK vs Loki vs CloudWatch
Choosing a log aggregation stack is one of the highest-leverage infrastructure decisions you'll make. ELK, Loki, and CloudWatch each have different strengths. Here's how to pick the right one.
Mar 19, 2026
7 min read
5 Questions to Ask Before Hiring a Software Developer
Most people ask about price and timeline. Those are the wrong first questions. Here are the five that actually matter.
Mar 19, 2026
2 min read
Observability-Driven Development: Instrument Before You Ship
Most teams add instrumentation after something breaks in production. Observability-driven development flips this: you instrument code before it ships, so you can understand its behavior from the first deployment.
Mar 18, 2026
5 min read
Fixed-Scope vs. Hourly Billing: Why We Stopped Charging by the Hour
Hourly billing rewards inefficiency and punishes trust. Here's why we switched to fixed-scope milestones and never looked back.
Mar 18, 2026
2 min read
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
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