Codetown
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Mandela Zabulungi's Page
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- How did you hear about Codetown?
- Meeting
- What are your main interests in software development?
- C++ and Python
- Do you have a website?
- http://No
Happy 10th year, JCertif!
Notes
Welcome to Codetown!
Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.
Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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InfoQ Reading List
Presentation: Fine Tuning the Enterprise: Reinforcement Learning in Practice
The speakers discuss Agent RFT, OpenAI’s platform for fine-tuning reasoning models via real-time tool interactions and custom reward signals. They explain how reinforcement learning solves complex credit assignment challenges within the context window. They share enterprise success stories, showing how Agent RFT eliminates long-tail token loops and drives extreme efficiency.
By Wenjie Zi, Will HangGoogle Releases A2UI v0.9: Portable, Framework-Agnostic Generative UI
Google has released A2UI v0.9, a framework-agnostic standard for AI agents to declare user interface intent across multiple platforms without arbitrary code. The update emphasizes alignment with existing design systems. It includes a new SDK for Python, improved error handling, and various transport methods. Migration guidance and evolution specifications are also provided.
By Daniel CurtisSwiftUI Adds New Document Protocol, Improves Performance, and More
Announced at WWDC 2026, the latest SwiftUI release brings a new Document protocol for efficient disk access and snapshot-based updates, along with improved APIs for reordering items in lists, grids, and sections. In addition, it expands presentation features, such as swipe actions on any view, better AsyncImage caching, and lazy state initialization for Observable types to boost performance.
By Sergio De SimoneShifting Platform Development from Projects to Products
A company shifted from project- to product-thinking after their platform outgrew single-team use. The limitations that they felt with their platform were one-off deliveries, lack of product vision, and weak feedback loops. They have moved toward a self-service, API-driven, multi-tenant infrastructure with clearer ownership and better abstractions.
By Ben LindersApple Extends Private Cloud Compute to Google Cloud for the First Time
Apple chose Google Cloud to run Private Cloud Compute outside its own data centers for the first time, using NVIDIA Blackwell GPUs, Intel TDX, and Google's Titan chip. Apple maintains an independent append-only hardware ledger and dual-vendor attestation roots. AWS and Azure are not part of the collaboration.
By Steef-Jan Wiggers
© 2026 Created by Michael Levin.
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Hi Mandela and welcome to Codetown! Hope you join some groups (like the OrlandoJUG!). Don't hesitate to post here, using your blog or in discussions in the groups, or in the forums. Get yourself a decent computer. Costco is my goto place. Or, you can even find great ones on craigslist or at garage sales. I got a used iMac on cl for $40 last month!
You might enjoy trying out Kotlin. It's a language that Google uses for Android. There is a Kotlin group with some very good articles by Amanda. Check it out, join it, post some results of your adventures.
All the best,
Mike