
Irwin Williams
11.7K posts

Irwin Williams
@iStarr
Technology Creator. Head, Software Development @iGovTT. ex: @teleiossystems. Engineering Excellence. Building high-performing engineering culture



Started playing with pretext over breakfast, and I can confirm, this is really cool

My dear front-end developers (and anyone who’s interested in the future of interfaces): I have crawled through depths of hell to bring you, for the foreseeable years, one of the more important foundational pieces of UI engineering (if not in implementation then certainly at least in concept): Fast, accurate and comprehensive userland text measurement algorithm in pure TypeScript, usable for laying out entire web pages without CSS, bypassing DOM measurements and reflow




🇨🇳 It has started. A new home service in China pairs human cleaners with autonomous AI robots to tackle household chores. Residents in Shenzhen can now book a service where a human professional and an autonomous robot arrive together to clean their home. Real houses present a chaotic mess of dropped toys and random furniture that confuse traditional machines. @XSquareRobot and a major service platform named 58[.]com decided to tackle this chaos by launching China's first robot cleaner service in March-26. Customers use an application to hire a cleaning crew that consists of 1 human worker and 1 robot. The human takes care of the tricky chores that require complex judgment. The robot handles the repetitive physical work like picking up trash and wiping down flat surfaces. This machine runs on a system called WALL-A, which acts as a single continuous AI brain rather than a list of pre-written rules. They built this AI foundation model to perceive its surroundings and make its own decisions without human guidance. It processes visual data and plans multi-step actions. And deploying these robots into actual homes now provides the massive amounts of extremely important training data to improve it continuously. Alibaba and ByteDance backed this project. IMO, if the foundational model behind it figures out how to navigate a messy living room without getting stuck, it can learn to operate in almost any other physical environment.



I spent this past week building with Squad and… wow. Coordinated AI agents living inside your repo, working in parallel, sharing context, and staying inspectable. This is what agentic development is supposed to feel like. Proud of the team pushing this forward. Try it today and you will be on🔥tomorrow. aka.ms/AA1096on



if your specific niche is also "bizarre anecdotes about 1970s computer scientists" i have built your holy grail: just took a thousand oral histories from the @computerhistory museum and made them fully searchable and deeply interconnected welcome to f0lkl0r3.dev

We're shipping a new feature in Claude Cowork as a research preview that I'm excited about: Dispatch! One persistent conversation with Claude that runs on your computer. Message it from your phone. Come back to finished work. To try it out, download Claude Desktop, then pair your phone.






