Discuss, don't code.

Discuss, don't code. is a business whose own site puts it this way: "AI coding strategies for developers who ship, agents, prompting, and pragmatic workflows. By Joseph Turian (noc0.dev)." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

On the page it is passable on basic crawler access. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Away from its own site, people discuss it in places AI engines read. There is some, but not much, sign that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

There is not much on the page to read either, about 73 words.