# The Hidden Bottlenecks Slowing Down AI Agents Page: https://stenobird.com/podcast/mlops-community/the-hidden-bottlenecks-slowing-down-ai-agents Text version: https://stenobird.com/podcast/mlops-community/the-hidden-bottlenecks-slowing-down-ai-agents.md Podcast: [MLOps.community](https://stenobird.com/podcast/mlops-community) Published: 2025-08-05T19:38:19+00:00 Episode link: https://podcasters.spotify.com/pod/show/mlops/episodes/The-Hidden-Bottlenecks-Slowing-Down-AI-Agents-e36fib0 Audio file: https://anchor.fm/s/174cb1b8/podcast/play/106465056/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-7-5%2F405167156-44100-2-a41b3c2e5665c.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/mlops-community/episodes/the-hidden-bottlenecks-slowing-down-ai-agents Duration seconds: 2879 ## Resource Demetrios chats with Paul van der Boor and Bruce Martens from Prosus about the real bottlenecks in AI agent development—not tools, but evaluation and feedback. They unpack when to build vs. buy, the tradeoffs of external vendors, and how internal tools like Copilot are reshaping workflows. Guest speakers: Paul van der Boor - VP AI at Prosus Group Bruce Martens - AI Engineer at Prosus Group Host: Demetrios Brinkmann - Founder of MLOps Community ~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~ Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore Join our Slack community [ https://go.mlops.community/slack ] Follow us on X/Twitter [ @mlopscommunity ]( https://x.com/mlopscommunity ) or [LinkedIn]( https://go.mlops.community/linkedin )] Sign up for the next meetup: [ https://go.mlops.community/register ] MLOps Swag/Merch: [ https://shop.mlops.community/ ] ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/mlops-community/episodes/the-hidden-bottlenecks-slowing-down-ai-agents/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/mlops-community/the-hidden-bottlenecks-slowing-down-ai-agents.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.