
Jose Viloria
1.4K posts

Jose Viloria
@AnotherSpanish
Partners Tech at @mongodb | Opinions are my own, nothing related to my employer. Talking Development, Cloud, Systems Administration and games!


i will be daily driving the MacBook Neo for the next two weeks, professionally. I work in IT, and need to decide whether the Neo will be a viable device long-term. I will try to document all of my thoughts about it, bar usual MacOS bullshit


Starting tomorrow at 12pm PT, Claude subscriptions will no longer cover usage on third-party tools like OpenClaw. You can still use these tools with your Claude login via extra usage bundles (now available at a discount), or with a Claude API key.













> been paying $200/month for cloud AI APIs > laptop: M2 MacBook, 16GB RAM > tried running models locally, garbage quality after 4K tokens > read this TurboQuant breakdown on Tuesday > applied 3-bit KV cache compression > same MacBook now runs 100K token conversations > quality: identical to cloud > cancelled all API subscriptions Wednesday > it's been 3 days > saved $200/month forever > with a free algorithm from a free paper > my MacBook didn't change. the math did















