Turning Fixed Bugs Into Regression Checks
The best time to stop a bug from coming back is right after you fix it. Here is how we turn fixes into checks and what we learn from each one.
20 posts
The best time to stop a bug from coming back is right after you fix it. Here is how we turn fixes into checks and what we learn from each one.
Work is often continued by someone else: a teammate, a later session or an AI helper. Here is what our handoff notes contain so nothing important is l...
AI can produce a full website draft or article in minutes. Here is why we treat every AI result as a draft until a person reviews it and chooses to pu...
When something changes unexpectedly, the first question is who changed it and when. Here is how audit trails answer that question without becoming a p...
Search engines cannot rank pages they have not found. Here is how our sitemaps list every public page and image, and how instant change notices speed...
Many people and AI sessions often work in the same codebase at once. Here are the habits that keep their changes from colliding or erasing each other'...
A general AI assistant gives general answers. Here is how we use focused specialist roles, each with its own checklist, boundaries and freshness revie...
When a website moves or a page changes address, every old link is a promise. Here is how we map old addresses to new ones so visitors and search engin...
Everyone wants to be cited by AI assistants. Here is what genuinely helps, from crawlable pages to truthful structured data, and the tricks we refuse...
Deferred work tends to become forgotten work. Here is why we complete requested work in the same session, and how we handle real blockers when they ap...
Structured data helps search engines and AI assistants understand a page, but only when it tells the truth. Here is how we generate it from what visit...
Engineering teams use labels like waves, phases and sprints. Customers should never have to decode them. Here is how we keep internal language out of...