Demetrios Brinkmann

Things Demetrios Says on Podcasts

Founder of the MLOps Community, a developer community around machine learning operations and AI engineering that has over 90,000 members. Member of the Non-Technical Staff at the Agentic AI Foundation, an open foundation advancing adoption of leading open source AI projects. Hosts the MLOps.community podcast, with recent episodes on MCP, AI agents and AI spend. Has appeared as a guest on Practical AI, the Open Source Startup Podcast, Super Data Science and the Data Engineering Podcast.

Where to Find Them

Demetrios Brinkmann hosts MLOps.community . They have also been a guest on Practical AI (5 times) , Open Source Startup Podcast , Does A Frog Have Scorpion Nature? , Super Data Science: ML & AI Podcast with Jon Krohn and Data Engineering Podcast .

Recently: “Why Stripe Cut 500,000 Internal Docs Down to 5,000?” on MLOps.community (November 2026); “My AI Agent Bought Me A Car” on MLOps.community (November 2026); “Cut One AI Cost and Two More Grow Back” on MLOps.community (November 2026); “How Stanford Teaches AI Coding Now” on MLOps.community (November 2026); “From Slop Code to Software Factories” on MLOps.community (October 2026); “Building AI So Everyone Can Flourish” on MLOps.community (October 2026).

What They Said

“The fact that it's so easy to churn out so much slop, we all are getting sick of reading slop. And I now have come to a point where I say to people, if it takes me longer to read your document than it took you to write it, I'm not going to read it.” — Demetrios Brinkmann, MLOps.community

Asked what opinion he has formed recently about the future of documentation, the host says docs should be an asset, not a liability, and that wasting a reader's time is the main risk of AI-generated docs.

MLOps.community · 2026-11-13 Permalink → Listen →
MLOps.community Around 18:07 into the episode
Demetrios Brinkmann

yeah,

Dave Nunez

so you talk to so many people across the space, like, and I'm sure you have opinions and they have opinions on the future of documentation. Like, what's the opinion you've formed recently?

Demetrios Brinkmann

…were looking for, or was it something along the lines of this, which is similar, almost like a recommender system of docs that you could have meant when you were looking for this, so that somebody could traverse easily and not have to read through the whole documentation? That is what I look at as a document being an asset because I am not wasting my time when I am looking through the docs. And the fact that it's so easy to churn out so much slop, we all are getting sick of reading slop. And I now have come to a point where I say to people, if it takes me longer to read your document than it took you to write it, I'm not going to read it.

Dave Nunez

I call that a brovella, like a novella. If it took longer to read than it took you to generate, like you're just you're forcing your lack of rigor on me.

Demetrios Brinkmann

Exactly.

Dave Nunez

And it does, like, if you go to any random, this is why I'm so angry and fired up about like docs today because you go to any renowned company's doc site, it is that slop fluff, and it feels like I'm getting the Yankee candle. You know, you walk into like a bed bath and be honest, like, ooh…

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