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Fraud Detection: Why “99% Accurate” Means Almost Nothing
Ask a vendor how good their fraud model is and you’ll often hear “99% accurate”. That figure sounds impressive and tells you almost nothing. If only 1 in…
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Agency ResourcesWhat Is White-Label Web Development? A Guide for Agencies
What white-label web development is, how it differs from freelancers and outsourcing, and what to check before an agency hands over a first project.
AIWhy We Put AI Behind a FastAPI Service
When a team wants to add AI to an existing product, the instinct is often to build it straight into the main application. That works for a demo…
AIRAG Explained: Why AI Chatbots Make Things Up and How to Stop It
Anyone who has tried an off-the-shelf AI chatbot on a real business site has seen it: a confident answer about a refund policy that doesn’t exist. The cause…
AIDo You Need Machine Learning, or Would a Spreadsheet Do?
When a client says “we want machine learning”, the first useful question is what decision they want to improve. About half the time, the honest answer is a…
Front EndWCAG 2.2 AA in Practice for a Typical Marketing Site
What WCAG 2.2 added, where ordinary marketing sites usually fall short, and how to build accessibility in rather than bolt it on afterwards.
CMSThe Redirect Map That Keeps Your Rankings Through a Migration
When a site loses search traffic after a redesign, the cause is almost never the design. It’s the old URLs. How to build a redirect map that protects the traffic a client already has.
Agency ResourcesHow Agencies Handle Overflow Work Without Hiring in a Hurry
Overflow is predictable, even if the timing isn’t. How agencies set up extra development capacity before the busy month, so it becomes good news instead of a crisis.
CMSWebflow vs WordPress for Agency Marketing Sites
Webflow isn’t just for designers and WordPress isn’t slow and insecure. Each is excellent at a slightly different job. Here’s how to choose for a particular client.
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