So, things are moving forward on the startup front. Recovery is going well since the surgery and it is allowing me to do more and more each day. I was able to get my paperwork filed for my LLC through Bizee and setup a VOIP and virtual mailbox until I can afford my own office or co-space. I created a new OS today after getting some ideas from the new Grokbot videos and modified the Karpathy Wiki principles to a slimmer version for my new OS for my business. My Efficient Street Office System is now LIVE. It runs through a tiered system: Chief Of Staff / Specialized Agents w/Subagents and a Librarian the stores and indexes all agent activity. Agents can talk with one another through the Chief of Staff and I can expand. I created it using Vellum w/Claude Code API. The agents are using the following models: - Is it research or fact-finding? → Research Agent (Claude Haiku 4.5) - Does it need writing or editing? → Writing Agent (Claude Sonnet 4.5) - Is it coding or technical? → Code Agent (Claude Opus 4.5) - Does it need thinking/planning? → Analysis Agent (Claude Opus 4.5) - Is it about organizing work? → Project Agent (Claude Haiku 4.5) The Chief of Staff is powered by Vellum, the agent architecture uses Claude Code API. As I was building this, I received a DM from one of the developers. I wrote to him last night disappointed on how quickly the Vellum model was chewing through tokens. He then showed me how I can setup Vellum to use other language models, instead of its own. The difference was night and day on usage. Claude API was still there. I think I spent $1.80 to build the whole system. He then sent me another video on how I can use ChatGPT subscription instead of an API for the LM. This should give much more flexibility and it should be as simple as switching the language model inside Vellum. I'll update you on my findings. Anyway, another productive day of learning and developing in the books. 5 weeks and counting... I hope everyone has a great week ahead.