Skip to main content

Engineering Insights

Practical advice on building, scaling, and modernizing SaaS platforms. No fluff, just real experience from 50+ projects.

Featured Post
AI Enablement11 min read

AI Integration: When It Makes Sense (and When It Does not)

Every SaaS company is being pressured to "add AI." Most should not. Here is a framework for deciding when AI creates real value versus when it is expensive theater that distracts from actual product problems.

AILLM IntegrationProduct Strategy
JW
Jonathan Wakefield
Founder & Lead Engineer
Read Full Article
Engineering Leadership10 min read

How to Choose a SaaS Engineering Partner (Without Getting Burned)

Most companies choose engineering partners based on hourly rates and tech stacks. Then they wonder why projects fail. Here is a framework for evaluating partners that actually predicts success.

Engineering PartnersConsultingVendor Selection
JW
Jonathan Wakefield
Founder & Lead Engineer
Read Full Article
Modernization8 min read

The Real Cost of Technical Debt (And How to Fix It)

Technical debt is not just about messy code. It is costing you deployment speed, engineering morale, and real revenue. Here is how to measure it, prioritize it, and systematically pay it down without a risky rewrite.

Technical DebtPlatform EngineeringDevOps
JW
Jonathan Wakefield
Founder & Lead Engineer
Read Full Article

Get Practical Engineering Insights

Join 1,000+ engineering leaders getting monthly insights on building, scaling, and modernizing SaaS platforms. Real examples, no fluff.

No spam. Unsubscribe anytime. We respect your privacy.

Need Help with Your Platform?

Get expert advice on modernization, DevOps, and scaling your SaaS application.