How We Use AI Coding Assistants With Human Review
AI coding assistants help us move faster, but they never decide on their own what ships. Here is how we pair them with written rules and human review.
50 posts
AI coding assistants help us move faster, but they never decide on their own what ships. Here is how we pair them with written rules and human review.
Some Jag Journey products cost nothing and never will. Here is why we build free software, how it is funded and what free means in practice.
Refunds and disputes are part of selling, not exceptions to it. Here is why we design them before launching any checkout, and what a complete refund f...
Every organization on our platform has its own look. Here is how theme tokens let each site keep its brand while sharing the same building blocks unde...
Jag Journey is a small company with a large platform and several products. Here are the habits that make that possible without cutting corners.
AI models are confident even when they are wrong. Here is how we design AI features to work from approved sources, admit gaps and hand off to people i...
Nobody should wait for a newsletter to send before a page responds. Here is how we decide what runs immediately, what goes to a queue and how people s...
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...
When a request to an outside service ends without a clear answer, retrying can buy the same thing twice. Here is how we lock uncertain outcomes until...
A platform with many modules can feel like many different products. Here is how one admin design standard keeps every screen familiar, accessible and...
There is always more to build than time to build it. Here is how we weigh customer needs, risk, purpose and maintenance when choosing what comes next.
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...