https://youtu.be/ib2m9HVX7as?si=5K57_xzGECJr68IB In the world where every person has multiple AI agents, what do we build? Do we build?

Has anyone noticed the computer icon in the Perplexity desktop app? It looks to be a cloud-based agent. Http://www.perplexity.ai/computer

https://www.youtube.com/watch?v=E1idsrv79tI Interesting video about dark code - code that isn't understood and how it's a liability, but it also explains how we can account for this against the expectation of high volume with AI. How to apply this to UX: Design that ships faster than anyone understands it is a liability. Build the smallest set of mechanisms that force comprehension before generation, inside the artifact, and before the handoff — then let the team move as fast as it can. (Attached my markdown file translating the dark code concept to design.)

- Skills or "capabilities" can be created in settings under Claude - Skills can invoked using local files using Claude work - You can also use Claude co work to work with local files more easily and use plugins + skills - I usually get pretty Meta and Danny mentioned a service blueprint for agentic AI systems so I created one using Claude for a billing system but then I asked opus to create an editable blueprint system : https://claude.ai/public/artifacts/252fe1d4-5d7d-4598-8fab-5f9329d385a0 it can load / save service blueprints. then I thought it'd be really cool to integrate it with other data sources /MCPs but i'll save that for a later date.

I'm in the process of rebuiding my portfolio using AI-powered design and coding workflows. I've completed the homepage and wanted to release it early as a build-in-public project: https://lab.yatongwang.com. ### Tools I Use - **Design:** Stitch with Google, Figma, Pencil - **Primary IDE:** Cursor - **Version Control:** GitHub - **Deployment:** Netlify (CI/CD from `main` branch) - **Coding & Engineering Guidance:** Claude, ChatGPT (for minor coding problem assistance, Git/GitHub best practices, repo architecture, version control workflows, etc.) Feel free to let me know what you think!