{"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":"Context engineering 2.0, Agents + Structured Data, and the Redis Context Engine","slug":"context-engineering-2-0-agents-structured-data-and-the-redis-context-engine","published_at":"2025-12-16T18:00:17+00:00","page_url":"https://stenobird.com/podcast/mlops-community/context-engineering-2-0-agents-structured-data-and-the-redis-context-engine","show_page_url":"https://stenobird.com/podcast/mlops-community","url":"https://podcasters.spotify.com/pod/show/mlops/episodes/Context-engineering-2-0--Agents--Structured-Data--and-the-Redis-Context-Engine-e3ce3gv","audio_url":"https://anchor.fm/s/174cb1b8/podcast/play/112708575/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-11-16%2F414479791-44100-2-a1ef04da8aa91.mp3","summary":"Simba Khadder is the founder and CEO of Featureform , now at Redis , working on real-time feature orchestration and building a context engine for AI and agents. Context Engineering 2.0, Simba Khadder // MLOps Podcast #352 Join the Community: https://go.mlops.community/YTJoinIn Get the newsletter: https://go.mlops.community/YTNewsletter // Abstract Feature stores aren’t dead — they were just misunderstood. Simba Khadder argues the real bottleneck in agents isn’t models, it’s context, and why Redis is quietly turning into an AI data platform. Context engineering matters more than clever prompt hacks. // Bio Simba Khadder leads Redis Context Engine and Redis Featureform, building both the feature and context layer for production AI agents and ML models. He joined Redis via the acquisition of Featureform, where he was Founder & CEO. At Redis, he continues to lead the feature store product as well as spearhead Context Engine to deliver a unified, navigable interface connecting documents, databases, events, and live APIs for real-time, reliable agent workflows. He also loves to surf, go sailing with his wife, and hang out with his dog Chupacabra. // Related Links Website: featureform.com https://marketing.redis.io/blog/real-time-structured-data-for-ai-agents-featureform-is-joining-redis/ ~~~~~~~~ ✌️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/ ] Connect with Demetrios on LinkedIn: /dpbrinkm Connect with…","meta_description":"Simba Khadder is the founder and CEO of Featureform , now at Redis , working on real-time feature orchestration and building a context engine for AI and a…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2733,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/mlops-community/episodes/context-engineering-2-0-agents-structured-data-and-the-redis-context-engine/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/mlops-community/context-engineering-2-0-agents-structured-data-and-the-redis-context-engine.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}