{"version":"1.0","type":"card","id":"aa72591d-6083-4121-8f9d-3c1f2dd11de7","url":"https://stacklist.com/card/aa72591d-6083-4121-8f9d-3c1f2dd11de7","title":"Rickard's Deterministic Return: Data to Apps","source_url":"https://www.codestory.co/episodes/s12-bonus-rickards-deterministic-return-converting-scattered-data-into-autonomous-production-grade-apps-with-rickard-hansson-founder-ceo-of-gainable/","note":"In this special bonus episode, Rickard Hansson returns to discuss how to convert scattered data into autonomous, production-grade applications. He shares insights from his experience as the founder and CEO of Gainable, building on his previous appearance in Season 8.","image":{"url":"https://ucarecdn.com/911f6283-ba90-400a-a9e9-6895d6439ad6/","alt":"Rickard's Deterministic Return: Data to Apps","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":"2026-08-06T17:01:59.111Z","updated_at":null,"aco":{"summary":"Rickard Hansson, founder of Gainable, discusses his new platform that removes data and engineering bottlenecks to enable teams to build autonomous, production-grade applications using AI. The episode explores Gainable's deterministic approach to AI app development, token economics, and why AI models are becoming commoditized infrastructure.","tags":["ai-apps","startup","podcast","autonomous-systems","data-engineering","deterministic-ai","free-range-coding"],"key_entities":[{"name":"Rickard Hansson","type":"person","confidence":0.95},{"name":"Gainable","type":"organization","confidence":0.95},{"name":"Weavy","type":"organization","confidence":0.95},{"name":"Code Story","type":"organization","confidence":0.9},{"name":"AI models","type":"technology","confidence":0.85},{"name":"free-range coding","type":"concept","confidence":0.8},{"name":"deterministic app factory","type":"concept","confidence":0.8},{"name":"Fable 5 government shutdown","type":"event","confidence":0.75}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-08-06T17:02:32.829Z"},"token_counts":{"approximate":8283,"cl100k":9590},"content_hash":"sha256:611d28d19f7f4b398a3e5f2fb3f06a531519121283cf6da1ed27e19dc243f9f0","acp_version":"0.2","body_available":true,"body_tokens":8283,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/aa72591d-6083-4121-8f9d-3c1f2dd11de7.json","html":"https://stacklist.com/card/aa72591d-6083-4121-8f9d-3c1f2dd11de7","md":"/api/public/card/aa72591d-6083-4121-8f9d-3c1f2dd11de7.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}