{"version":"1.0","type":"card","id":"1cf45439-d7b3-41b7-b289-dab2cffd01ff","url":"https://stacklist.com/card/1cf45439-d7b3-41b7-b289-dab2cffd01ff","title":"Engineering Fast Materialized Views for Live Data Streams","source_url":"https://www.codestory.co/episodes/s4-e11-engineering-fast-materialized-views-sub-second-queries-over-live-streams-with-arjun-narayan/","note":"Learn how Arjun Narayan built Materialize to enable sub-second queries on live data streams using fast materialized views and incremental compute. This episode explores the technical challenges and solutions in creating efficient data processing systems.","image":{"url":"https://ucarecdn.com/501530f7-96dd-4f1c-90fb-789f138365db/","alt":"Engineering Fast Materialized Views for Live Data Streams","width":1400,"height":1400},"stack":{"id":"fec60e9c-742b-444c-add8-c9302a96c479","title":"Code Story Podcast: Season 4 Founder Interviews","url":"https://stacklist.com/c/podcast/stack/fec60e9c-742b-444c-add8-c9302a96c479"},"created_at":"2026-08-13T21:30:52.165Z","updated_at":null,"aco":{"summary":"Code Story podcast episode S4 E11 features Arjun Narayan discussing the creation story of Materialize, a startup building fast materialized views for sub-second queries over live streams. Narayan shares his journey from studying computer science and distributed systems to co-founding the company after discovering his co-founder's research on incremental compute engines.","tags":["materialized-views","startup","podcast","distributed-systems","streaming","technical-founders","database"],"key_entities":[{"name":"Arjun Narayan","type":"person","confidence":0.99},{"name":"Noah Labhart","type":"person","confidence":0.95},{"name":"Materialize","type":"organization","confidence":0.98},{"name":"Materialized Views","type":"technology","confidence":0.95},{"name":"Distributed Systems","type":"concept","confidence":0.9},{"name":"Incremental Compute Engine","type":"concept","confidence":0.88},{"name":"Code Story","type":"organization","confidence":0.95},{"name":"Williams College","type":"location","confidence":0.85},{"name":"University of Pennsylvania","type":"organization","confidence":0.8},{"name":"RedCircle","type":"technology","confidence":0.7},{"name":"Squadcast","type":"technology","confidence":0.7}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-08-13T21:31:02.666Z"},"token_counts":{"approximate":601,"cl100k":533},"content_hash":"sha256:06ef07ce248292cf4e815b451aeda605e742776ac3784d78a62ed3505b254eea","acp_version":"0.2","body_available":true,"body_tokens":601,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/1cf45439-d7b3-41b7-b289-dab2cffd01ff.json","html":"https://stacklist.com/card/1cf45439-d7b3-41b7-b289-dab2cffd01ff","md":"/api/public/card/1cf45439-d7b3-41b7-b289-dab2cffd01ff.md","stack_json":"/api/public/stack/fec60e9c-742b-444c-add8-c9302a96c479.json"}}