How to Keep Customer Data and Proprietary Code Out of AI Coding Assistant Prompts
Every prompt to an AI coding assistant is a data transfer. This guide shows how to stop customer records, secrets, and sensitive code from leaving your environment.
Articles
Expert insights on web development, AI integration, automation, and business technology.
Web Development
How to Design Visible Focus States and Keyboard Navigation That Work for Everyone
Most interfaces look fine to a mouse user and fall apart on a keyboard. Here is how to design focus states and tab order that hold up in real use.
Data & Integration
How to Rotate API Credentials Used by Data Integrations Without Breaking Your Syncs
Credential rotation is routine hygiene until it silently stops a sync at 2am. Here is how to rotate keys and tokens with an overlap window and clear checks.
How to Keep Junior Developers Learning When AI Coding Assistants Write the First Draft
When an assistant writes the first draft, juniors can ship fast and learn slowly. Here is how to keep the learning loop intact without banning the tools.
Technical SEO
How to Diagnose an Organic Traffic Drop After a Site Migration
A site migration went live and organic traffic dropped. Here is a systematic process for finding out exactly why, instead of guessing.
How to Set Up Pre-Commit Hooks That Catch AI Coding Mistakes Before They Ship
AI coding assistants introduce a specific set of mistakes that linting alone will not catch. This guide walks through building a pre-commit hook chain tuned for those failures.
Web Development
How to Build a Spacing System That Keeps Layouts Consistent
A spacing system is the quietest part of a design system and the one that breaks down first without a clear scale and a rule for who's allowed to add exceptions.
How to Audit an AI-Generated Database Migration Before It Touches Production
An AI-generated migration can be syntactically perfect, pass every test, and still lock a production table for ten minutes. Here is the audit process that catches it first.
How to Detect Data Drift in an Automation Pipeline Before Your Stakeholders Do
Data drift rarely announces itself. Here is how to catch it in your pipeline before it shows up as a wrong number in someone else's dashboard.