{"version":"1.0","type":"card","id":"2a799184-513e-4573-b42f-f9a032b770a2","url":"https://stacklist.com/card/2a799184-513e-4573-b42f-f9a032b770a2","title":"Beyond the Chatbot: Engineering Your Proactive Digital Twin","source_url":"https://websummercamp.com/2026/session/beyond-the-chatbot-engineering-your-proactive-digital-twin","note":"This session at Web Summer Camp explores the innovative concept of digital twins and their proactive applications beyond traditional chatbots. Attendees will learn how to engineer digital twins that enhance user experiences and operational efficiency.","image":{"url":"https://ucarecdn.com/b01cc88f-0363-4f19-af22-58ce6244ee5d/","alt":"Beyond the Chatbot: Engineering Your Proactive Digital Twin","width":1400,"height":1400},"stack":{"id":"3d40319c-c76c-4ae5-b09d-40eea149cbc9","title":"Unleashing Potential with Pragmatic AI Engineering","url":"https://stacklist.com/stack/3d40319c-c76c-4ae5-b09d-40eea149cbc9"},"created_at":"2026-07-06T01:13:30.322Z","updated_at":null,"aco":{"summary":"Beyond the Chatbot teaches how to build a proactive digital twin using NanoClaw, an autonomous agentic framework that executes tasks independently through heartbeat logic and API integrations. The workshop covers deploying autonomous agents, implementing living files paradigm with Markdown configuration, and setting up event-driven automation to delegate work beyond reactive chatbot interactions.","tags":["digital-twin","autonomous-agents","proactive-ai","nanoclawframework","agentic-systems","automation","api-integration"],"key_entities":[{"name":"NanoClaw","type":"technology","confidence":0.95},{"name":"Claude","type":"technology","confidence":0.9},{"name":"OpenAI","type":"technology","confidence":0.9},{"name":"Telegram","type":"technology","confidence":0.85},{"name":"Ubuntu LTS","type":"technology","confidence":0.9},{"name":"Digital Twin","type":"concept","confidence":0.95},{"name":"Heartbeat","type":"concept","confidence":0.9},{"name":"Living Files Paradigm","type":"concept","confidence":0.85},{"name":"CKEditor","type":"organization","confidence":0.8},{"name":"Linux","type":"location","confidence":0.7}],"classification":"tutorial","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-06T01:13:36.775Z"},"token_counts":{"approximate":614,"cl100k":530},"content_hash":"sha256:82d01acb32094bdb58b910cdf7a0529e8dae928f2534ee8de5c60a7db32b8070","acp_version":"0.2","body_available":true,"body_tokens":614,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/2a799184-513e-4573-b42f-f9a032b770a2.json","html":"https://stacklist.com/card/2a799184-513e-4573-b42f-f9a032b770a2","md":"/api/public/card/2a799184-513e-4573-b42f-f9a032b770a2.md","stack_json":"/api/public/stack/3d40319c-c76c-4ae5-b09d-40eea149cbc9.json"}}