{"version":"1.0","type":"card","id":"2a7f46e4-c3dc-4943-976b-a6ab9d502823","url":"https://stacklist.com/card/2a7f46e4-c3dc-4943-976b-a6ab9d502823","title":"The AI Trap: Code-Free Validation for Product Managers","source_url":"https://www.codestory.co/episodes/s12-e14-the-ship-and-pray-ai-trap-moving-beyond-vibe-checks-to-give-product-managers-a-code-free-validation-engine-with-catalina-turlea-co-founder-ceo-of-lovelaice/","note":"Discover how to build AI features that actually work. Learn Catalina Turlea's code-free validation engine that moves beyond guesswork to real product value.","image":{"url":"https://ucarecdn.com/6e0b5f6c-4123-4624-8267-28c073fac1b2/","alt":"The AI Trap: Code-Free Validation for Product Managers","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":"2026-07-24T21:48:29.429Z","updated_at":null,"aco":{"summary":"Catalina Turlea, Co-Founder and CEO of Lovelaice, discusses how many startups fall into the \"ship and pray\" trap by adding poorly built AI features, and how her platform helps product managers validate AI features without code. The episode covers her journey from a tech consultancy background in Europe to building a serverless, code-free validation engine on AWS.","tags":["ai-product-validation","startup","product-management","code-free","serverless","lovelaice","podcast"],"key_entities":[{"name":"Catalina Turlea","type":"person","confidence":0.99},{"name":"Lovelaice","type":"organization","confidence":0.97},{"name":"Ship and Pray AI Trap","type":"concept","confidence":0.92},{"name":"Code-Free Validation Engine","type":"concept","confidence":0.88},{"name":"AWS","type":"technology","confidence":0.9},{"name":"Serverless","type":"technology","confidence":0.85},{"name":"Code Story","type":"organization","confidence":0.95},{"name":"Romania","type":"location","confidence":0.85},{"name":"Germany","type":"location","confidence":0.8},{"name":"Austria","type":"location","confidence":0.78}],"classification":"transcript","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-07-24T21:48:39.599Z"},"token_counts":{"approximate":6902,"cl100k":7637},"content_hash":"sha256:b1a72f29f478180d03d57ad4697c731251aa123cf7f5f12088ed9ab801c6655f","acp_version":"0.2","body_available":true,"body_tokens":6902,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/2a7f46e4-c3dc-4943-976b-a6ab9d502823.json","html":"https://stacklist.com/card/2a7f46e4-c3dc-4943-976b-a6ab9d502823","md":"/api/public/card/2a7f46e4-c3dc-4943-976b-a6ab9d502823.md","stack_json":"/api/public/stack/4a7cc3d8-26c0-4ce0-839a-302d608bd60a.json"}}