How to Structure Your Codebase So AI Coding Assistants Stop Guessing
Why AI coding assistants keep guessing wrong, and the specific files and conventions that fix it without slowing your team down.
Articles
Expert insights on web development, AI integration, automation, and business technology.
Web Development
How to Build Cursor-Based Pagination for APIs That Stay Fast at Scale
Offset pagination looks fine in a demo and falls apart in production. Here's how cursor-based pagination keeps large API responses fast and consistent.
How to Set Guardrails So an AI Coding Assistant Never Touches Migrations Unsupervised
A practical guardrail checklist for keeping AI coding assistants out of destructive database operations while still letting them help.
Business Technology
How to Evaluate Vendor Lock-In Risk Before You Commit to a SaaS Platform
Most SaaS regret shows up two years in, when leaving costs more than staying ever did. Here is how to price that risk before you sign.
Technical SEO
How URL Parameters Quietly Turn One Page Into a Hundred Duplicates
Sort order, filters, and tracking codes can turn one page into hundreds of duplicate URLs. Here is how to find the damage and shut it off with canonical tags.
How to Handle Timezone and Daylight Saving Bugs in Scheduled Data Automation Jobs
A job scheduled to run "at 2am daily" has a specific failure mode twice a year, at the daylight saving transition, that most teams don't discover until it happens.
Web Development
How to Design Deep Linking for Mobile Apps That Survives Cold Starts
A practical guide to building deep linking that still works when your app launches from a cold start instead of resuming from the background.
Business Technology
How to Negotiate Enterprise SaaS Contracts When You're Not the Biggest Customer in the Room
You don't need to be the biggest account on the vendor's books to negotiate well. You need to know which levers still work when you aren't.
Technical SEO
How to Audit an XML Sitemap So Google Indexes Only the Pages You Actually Want Ranked
A sitemap that lists every URL your CMS emits is not helping you rank. It is telling Google which of your thin pages to crawl next.