Calvin Lin

Ex @Google Engineer, Current @Amazon AI engineer. Founder of @Manor AI - AI OS for one-person company management and
open to collaborations

[Calvin Lin @muchuan_lin]

With years of large tech development experience, AI infrastructure is the key part behind for AI products now.

[Calvin Lin @muchuan_lin]

@Surendar__05 Open source model

[Calvin Lin @muchuan_lin]

@sundarpichai For real, Google need a new CEO

[Calvin Lin @muchuan_lin]

@qasimbizs Are they paid user? There are a lot of bots

[Calvin Lin @muchuan_lin]

@Gamingtronium Bubble

[Calvin Lin @muchuan_lin]

@Meituan_LongCat What do you mean gpt 5.5 SWE bench lower than opus 4.8

[zero @twoclipping]

https://t.co/SCjukdJD0e

[Calvin Lin @muchuan_lin]

Just wondering， how many people watch Youtube to learn how to use AI to make money?

[Calvin Lin @muchuan_lin]

@CDGalpha 1500 req per day? Sounds like only for experimental or personal usage

[Calvin Lin @muchuan_lin]

@SethiRanji6788 Don’t think worth using time to learn a new coding language. Learn how to do business

[Calvin Lin @muchuan_lin]

Feature spotlight: Image mode.

Manor AI turns visual work into a defined mode: product covers, brand visuals, and character posters as starting points. For small teams, the practical win is keeping creative assets tied to the same workspace context as planning and docs.

[Calvin Lin @muchuan_lin]

@claudeai GLM 5.2 is much cheaper, would you rethink about price?

[Calvin Lin @muchuan_lin]

Fable is back， what you like Fable to do?

[Calvin Lin @muchuan_lin]

Building agent infra for OPC is the first step. We are launching tutorial for user how to do OPC with AI. Subscribe to check the latest tutorials.

[Calvin Lin @muchuan_lin]

@jietang A smaller model with same level performance

[Calvin Lin @muchuan_lin]

@DeRonin_ Do you feel Opus 4.8 and GPT 5.5 becomes dumber?

[Calvin Lin @muchuan_lin]

5/ Manor AI is built around that idea: connected context, reviewable agent work, and small-business workflows that can move from request to repeatable process.

https://t.co/OTKXwloCr9

[Calvin Lin @muchuan_lin]

1/ Feature spotlight: workspace setup.

Small teams do not just need a chat box. They need a place where the goal, context, agents, and rules stay together before work starts.

[Calvin Lin @muchuan_lin]

4/ A good AI workspace should make the operating system visible:

what work exists
what context it uses
who approves
what gets repeated
what changed since last time