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Terraform vs Pulumi vs CDK in 2026: What We Actually Use and Why
Three tools that claim to solve the same problem. Here is what the differences actually mean in practice, and when each one makes sense.
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DevOps deep dives, engineering lessons, and practical guides from a team that actually builds things.
Three tools that claim to solve the same problem. Here is what the differences actually mean in practice, and when each one makes sense.
The CI/CD market has effectively consolidated. Here is what actually differentiates the three main options and which context suits each one.
The salary line is visible. The total cost is not. Here is the full picture before you open the role.
Single points of human failure are the most common infrastructure risk we see in audits. Here is what they look like when they materialise.
A 30-minute deployment done three times per week costs 75 hours per year. That is not the biggest cost. Here is the full picture.
A fragile codebase rarely kills a round outright. It does something quieter: it hands the investor negotiating leverage they did not have before.
These five problems appear in almost every startup we audit. None requires a rewrite to fix. Each has a focused solution that takes one to two days.
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