Hello DEV: I Build Practical AI Tools, Not Just AI Demos
Our take: General principles for AI product development; common wisdom, no novel insight.
Why Impact & Innovation? We ask two questions of every story: did this actually change something in the real world (Impact), and is the idea genuinely new (Innovation)? Together, that's the TS Score — not engagement, not who posted it, just what matters and what's new.
Building practical AI products requires more than wrapping a model—it demands traditional software engineering work like data handling, prompt engineering, cost control, and UX design.
Read the full article at Dev.toOpens Dev.to's site in a new tab
Got a take on "Hello DEV: I Build Practical AI Tools, Not Just AI Demos"?
Spin Up drafts a post about this story for you — blog, LinkedIn, or X — in your own voice, sourced and attributed automatically.
More stories ranked this high
Similar TS Score, same beat — ranked the same way the Top feed ranks everything.
Read it. Write your take. Publish it.
This page is one stop in a loop built for anyone whose career depends on staying sharp in tech.
Get it delivered, or hear it argued out loud
Same ranking, two formats — read the newsletter in two minutes, or let Harika & Rohan debate it in your ears.
Today's ranked stories, in your inbox.
Daily and weekly editions — no fluff, just what actually scored.
Two AI hosts debate the week's biggest stories.
Listen NowReady to publish your own take?
Read it, rank it, write about it, publish it — free during early access.
Request an invite →