{"version":"1.0","type":"card","id":"736dd1b4-c5fb-4e98-a655-ed94eac3b85a","url":"https://stacklist.com/card/736dd1b4-c5fb-4e98-a655-ed94eac3b85a","title":"AI Throughput Illusion: Measuring Real Engineering","source_url":"https://www.codestory.co/episodes/s12-e28-the-ai-throughput-illusion-why-splurging-on-expensive-models-fails-to-ship-code-and-how-to-measure-real-engineering-output-with-emilie-schario-co-founder-head-of-product-engineering-at-kilo-code/","note":"Discover why expensive AI models fail to ship code. Learn how to measure real engineering output with Emilie Schario from Kilo Code.","image":{"url":"https://ucarecdn.com/aab8bdfa-048a-490c-a8b6-7ed619f4cd30/","alt":"AI Throughput Illusion: Measuring Real Engineering","width":1400,"height":1400},"stack":{"id":"4a7cc3d8-26c0-4ce0-839a-302d608bd60a","title":"Code Story Season 12: Founder Interviews & Startup Insights","url":"https://stacklist.com/c/podcast/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a"},"created_at":"2026-07-24T21:41:32.214Z","updated_at":null,"aco":{"summary":"Emilie Schario, co-founder of Kilo Code, discusses building the fastest open-source AI coding agent orchestrator and why expensive AI models alone do not translate to real engineering output. The podcast episode covers her journey from New Jersey to leading product and engineering at Kilo, along with insights on measuring developer productivity with AI tools.","tags":["ai-coding","startup","open-source","engineering-productivity","podcast","ai-agents","developer-tools"],"key_entities":[{"name":"Emilie Schario","type":"person","confidence":0.99},{"name":"Noah Labpart","type":"person","confidence":0.85},{"name":"Kilo Code","type":"organization","confidence":0.98},{"name":"AI coding agents","type":"concept","confidence":0.95},{"name":"engineering throughput measurement","type":"concept","confidence":0.88},{"name":"Code Story Podcast S12 E28","type":"event","confidence":0.95},{"name":"New Jersey","type":"location","confidence":0.9},{"name":"Columbus, Georgia","type":"location","confidence":0.85},{"name":"Mezmo","type":"organization","confidence":0.7},{"name":"Braingrid.ai","type":"organization","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":"2026-07-24T21:41:42.427Z"},"token_counts":{"approximate":7116,"cl100k":8322},"content_hash":"sha256:089a57d5de5a9260c2178b4f73137d352721a61129fa5222c899c6a33e9f48d9","acp_version":"0.2","body_available":true,"body_tokens":7116,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/736dd1b4-c5fb-4e98-a655-ed94eac3b85a.json","html":"https://stacklist.com/card/736dd1b4-c5fb-4e98-a655-ed94eac3b85a","md":"/api/public/card/736dd1b4-c5fb-4e98-a655-ed94eac3b85a.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}