In the Hacker News discussion of Anthropic’s Scion post, an Anthropic employee said the repo ingestion loop had run for several months while the company kept Scion and git in sync, calling the performance win impactful.✦Anthropic says the history of its main branch was nearing 100 GB and a compressed working copy was over 25 GB before it moved the repo onto Scion.✦Anthropic says its internal source control migration was driven by merge volume climbing from about 2,500 code changes a day in May to more than 30,000 in September, according to its Scion engineering post.✦Spotted: Solvera is not selling copilot-for-CAD. It is selling the engineering firm itself, with agents doing the repetitive work and licensed engineers keeping the stamp.✦Spotted: Causa Prima says 3,000+ accounts are already on its network while pitching AI agents to negotiate invoice disputes and early-pay discounts. Accounts payable has entered its diplomatic era.✦Spotted: [Figma is putting code layers into open beta and adding Specs docs to tell agents how the brand behaves](https://techcrunch.com/2026/10/14/figma-announces-new-features-to-define-how-agents-work-on-its-platform/). The design stack would like your AI coworker to read the handbook before touching the canvas.✦Spotted: Liquid AI says its new LFM2.5-24B-A2B hits 184 tokens a second on an Apple M5 Max. Your laptop is being recruited into middle management.✦Spotted: Anthropic says it now has a Singapore office plus a government MOU on AI safety. Frontier labs have entered their regional-compliance-tour era.✦Spotted: [Engineering the Physical World with AI](https://lu.ma/9zly4itk) is what happens when SF's software city remembers it still wants to manufacture atoms. P-1 AI packed a makerspace lineup with NEA, Berkeley, and Airbus-grade résumé density.✦Spotted: [CoreWeave x NVIDIA Dynamo Meetup](https://lu.ma/CWDynOctMeetup) is promising a room full of people who think hot-swapping model weights counts as mingling. Fifteen-times faster reload latency is the new drink ticket.✦Spotted: [Doc Chai Launch Party](https://lu.ma/llamai-68ea) has LlamaIndex giving the first 100 guests free toasted brown sugar chai. The startup merch table has finally met the cafe seasonal menu.✦Spotted: SignalFire's [Arthaus](https://lu.ma/signalfire-arthaus) promises live music, immersive exhibits, iconic SF snacks, and branding made without generative AI. Even the Disrupt after-party circuit now ships provenance.✦Spotted: [Marketing Engineer Meetup SF](https://lu.ma/zd62foks) has speakers from Notion, Hex, Amplitude x Statsig, and Unify explaining the new operator species. San Francisco really looked at AI and invented a job title plus a pizza night.✦Spotted: the TV4 thread kept circling the same insult in business casual: if your only copy vanished and the backup restore failed too, the real autonomous agent was operational negligence.✦