Digest summary
Agent Maturity Moves From Demos to Control Systems
Agent discourse is converging on control systems: state, authority, tools, observability, user steering, and shutdown paths matter more than demo autonomy. The strongest evidence came from practitioner talks on agent maturity, protocols, deployment infrastructure, and on-device LLM agents.
Source handle ai-engineer-don-t-build-slop-4-levels-of-ai-agen. Links to https://www.youtube.com/watch?v=yUmS-F9IX90.ai-engineer-don-t-build-slop-4-levels-of-ai-agenyoutube.com- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.https://www.youtube.com/watch?v=yUmS-F9IX90Source handle nate-b-jones-google-spent-a-year-stitching-mcp-a. Links to https://www.youtube.com/watch?v=zP6TnEiueEc.nate-b-jones-google-spent-a-year-stitching-mcp-ayoutube.com- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.https://www.youtube.com/watch?v=zP6TnEiueEcSource handle nate-b-jones-cloudflare-stripe-and-okta-decide-w. Links to https://www.youtube.com/watch?v=woGB2vr5wTg.nate-b-jones-cloudflare-stripe-and-okta-decide-wyoutube.com- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.https://www.youtube.com/watch?v=woGB2vr5wTgSource handle ai-engineer-from-46-to-90-fine-tuning-tiny-llms. Links to https://www.youtube.com/watch?v=-TiET_K-E_g.ai-engineer-from-46-to-90-fine-tuning-tiny-llmsyoutube.com- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.https://www.youtube.com/watch?v=-TiET_K-E_gSource handle ai-engineer-personalization-in-the-era-of-llms-s. Links to https://www.youtube.com/watch?v=5YSJEP0HWzM.ai-engineer-personalization-in-the-era-of-llms-syoutube.com- YouTubeEnjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.https://www.youtube.com/watch?v=5YSJEP0HWzMSource handle departmentofproduct-substack. Links to https://departmentofproduct.substack.com/p/how-ubers-product-teams-built-a-prd.departmentofproduct-substackdepartmentofproduct.substack.comHow Uber’s product teams built a PRD reviewer that catches gaps before they reach leadershipAnd how to build your own version. Plus: other examples from DoorDash, Atlassian and more. AI augmented product development process explored.
https://departmentofproduct.substack.com/p/how-ubers-product-teams-built-a-prdSource handle nitter. Links to https://nitter.net/karpathy/status/2056753169888334312.nitternitter.netAndrej Karpathy - Joins Anthropichttps://nitter.net/karpathy/status/2056753169888334312
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https://departmentofproduct.substack.com/p/how-ubers-product-teams-built-a-prdSource handle nitter. Links to https://nitter.net/karpathy/status/2056753169888334312.nitternitter.netAndrej Karpathy - Joins Anthropichttps://nitter.net/karpathy/status/2056753169888334312