{"podcast":{"title":"MLOps.community","slug":"mlops-community","podcast_index_feed_id":28679,"rss_url":"https://anchor.fm/s/174cb1b8/podcast/rss","website_url":"https://mlops.community","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/production/podcast_uploaded_nologo/3809022/3809022-1612190855115-e91f8b881173f.jpg","author":"Demetrios","episode_count":516,"summary":"Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)","last_synced_at":null,"page_url":"https://stenobird.com/podcast/mlops-community"},"episode":{"title":"LLM Search, UI/UX challenges, Context Engineering and the 80/20 of Eval","slug":"llm-search-ui-ux-challenges-context-engineering-and-the-80-20-of-eval","published_at":"2025-09-05T14:01:15+00:00","page_url":"https://stenobird.com/podcast/mlops-community/llm-search-ui-ux-challenges-context-engineering-and-the-80-20-of-eval","show_page_url":"https://stenobird.com/podcast/mlops-community","url":"https://podcasters.spotify.com/pod/show/mlops/episodes/LLM-Search--UIUX-challenges--Context-Engineering-and-the-8020-of-Eval-e37qo12","audio_url":"https://anchor.fm/s/174cb1b8/podcast/play/107879906/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-8-5%2F406949787-44100-2-8a840a3ac3c47.mp3","summary":"AI Conversations Powered by Prosus Group Nishikant Dhanuka talks about what it really takes to make AI agents useful—especially in e-commerce and productivity. From making them smarter with context (like user history and real-time data) to mixing chat and UI for smoother interactions, he breaks down what’s working and what’s not. He also shares why evals matter, how to test with real users, and why AI only succeeds when it actually makes life easier, not more complicated. Guest speaker: Nishikant Dhanuka - Senior Director of AI 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/ ] #contextengineering #aiengineer #aiinfrastructure #podcast","meta_description":"AI Conversations Powered by Prosus Group Nishikant Dhanuka talks about what it really takes to make AI agents useful—especially in e-commerce and producti…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3156,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/mlops-community/episodes/llm-search-ui-ux-challenges-context-engineering-and-the-80-20-of-eval/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/mlops-community/llm-search-ui-ux-challenges-context-engineering-and-the-80-20-of-eval.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}