{"podcast":{"title":"Latent Space: The AI Engineer Podcast","slug":"latent-space-ai-engineer","podcast_index_feed_id":6058902,"rss_url":"https://api.substack.com/feed/podcast/1084089.rss","website_url":"https://www.latent.space/podcast","image_url":"https://substackcdn.com/feed/podcast/1084089/ca7468da5614a246d2906ee8926f6de7.jpg","author":"Latent.Space","episode_count":204,"summary":"The AI Engineer newsletter + Top technical AI podcast. How leading labs build Agents, Models, Infra, & AI for Science. See https://latent.space/about for highlights from Greg Brockman, Andrej Karpathy, George Hotz, Simon Willison, Soumith Chintala et al!","last_synced_at":null,"page_url":"https://stenobird.com/podcast/latent-space-ai-engineer"},"episode":{"title":"Dreamer: the Personal Agent OS — David Singleton","slug":"dreamer-the-personal-agent-os-david-singleton","published_at":"2026-03-20T21:03:23+00:00","page_url":"https://stenobird.com/podcast/latent-space-ai-engineer/dreamer-the-personal-agent-os-david-singleton","show_page_url":"https://stenobird.com/podcast/latent-space-ai-engineer","url":"https://www.latent.space/p/dreamer","audio_url":"https://api.substack.com/feed/podcast/191603783/4e2737f43fd32eff8a5975657f782aaa.mp3","summary":"Dreamer is a consumer-first 'Personal Agent OS' designed to let anyone discover, build, and deploy AI agents through a natural language interface. The platform features 'Sidekick,' an agent that builds other agents, supported by a full-stack infrastructure including custom SDKs, serverless functions, and VMs.","meta_description":"Explore Dreamer, the Personal Agent OS. David Singleton discusses building a full-stack ecosystem for AI agents, from Sidekick to custom developer SDKs.","key_points":["Main idea: Dreamer functions as an agentic app store where a central 'Sidekick' agent automates the creation of specialized tools","Practical takeaway: Developers can push arbitrary code to Dreamer's VMs using a powerful SDK and CLI to extend agent capabilities","Technical detail: The platform provides a curated set of first-party tools for image understanding, RSS, and text-to-speech to ensure high-quality outputs","Failure mode: Relying solely on raw LLM outputs often results in generic, unpolished user experiences that lack 'taste' or design intuition","Ecosystem strategy: The team is implementing a four-sided network effect by funding builders and providing secure integrations like Plaid for financial agents"],"chapters":[{"start_ms":60000,"title":"The Vision for Non-Technical Users","summary":"The core mission of Dreamer is to empower non-technical users to solve real-world problems using intelligent software without writing code."},{"start_ms":355000,"title":"Under the Hood: The Sidekick Agent","summary":"An exploration of the Sidekick agent's capabilities, including voice interaction and integration with existing personal applications."},{"start_ms":935000,"title":"The Full-Stack Agent Infrastructure","summary":"A deep dive into the technical architecture that differentiates Dreamer from simple prompt-based wrappers, focusing on the build process."},{"start_ms":1500000,"title":"The Builder Ecosystem and Incentives","summary":"Discussion on the 'Builder in Residence' program and how Dreamer intends to fund and support developers creating new tools."},{"start_ms":2370000,"title":"Developer Experience: SDK and CLI","summary":"Details on the developer-centric tools, including a powerful CLI that allows developers to work locally and push code to the platform."},{"start_ms":2660000,"title":"Extending Agents via Webhooks and Filters","summary":"How agents can be triggered by external events, such as webhooks or LLM-based email filters, to automate complex workflows."},{"start_ms":3530000,"title":"The Frontier of AI Taste and Evaluation","summary":"A philosophical look at the difficulty of quantifying 'taste' in AI outputs and the evolution of machine intelligence benchmarks."}],"topics":["AI Agents","Personal Agent OS","Agentic Workflows","Software Development Kits","LLM Orchestration","Full-stack AI","Automated App Building","Developer Ecosystems"],"duration_seconds":3815,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/latent-space-ai-engineer/episodes/dreamer-the-personal-agent-os-david-singleton/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/latent-space-ai-engineer/dreamer-the-personal-agent-os-david-singleton.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}