Codetown
Codetown ::: a software developer's community
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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
Article: Why Most Machine Learning Projects Fail to Reach Production
In this article, the author diagnoses common failures in ML initiatives, including weak problem framing and the persistent prototype-to-production gap. The piece provides practical, experience-based guidance on setting clear business goals, treating data as a product, and aligning cross-functional teams for reliable, production-ready ML delivery.
By Wenjie ZiPodcast: Developers Can Improve the ESG Aspects of Software By Tackling Early Ethical Debt
Erica Pisani, host of the Performance and Sustainability track at QCon London 2025, reflects on lessons from assembling the track and from attending the talks. She touches on the importance of the environmental and social aspects of software and hints at how developers can improve them through small steps in the architecture and practices of software development.
By Erica PisaniOpen Responses Specification Enables Unified Agentic LLM Workflows
OpenAI's Open Responses standardizes agentic AI workflows, tackling API fragmentation and enabling seamless transitions between proprietary and open-source models. Supported by partners like Hugging Face and Vercel, this specification enhances reasoning visibility and tool execution, streamlining complex workflows and boosting productivity for developers. Empower your AI integration today!
By Hien LuuCloudflare's Matrix Homeserver Demo Sparks Debate over AI-Generated Code Claims
A Cloudflare blog post claiming a "production-grade" Matrix homeserver on Workers didn't survive community scrutiny. Missing federation, incomplete encryption, and TODO comments in authentication logic pointed to unreviewed AI output. Matrix's Matthew Hodgson welcomed the effort but noted the implementation "doesn't yet constitute a functional Matrix server."
By Steef-Jan WiggersJava News Roundup: Jakarta EE 12, Spring Shell, Open Liberty, Quarkus, Tomcat, JHipster, Gradle
This week's Java roundup for January 26th, 2026, features news highlighting: an update on milestone and GA release schedule for Jakarta EE 12; the January 2026 edition of Open Liberty; a point release of Quarkus; maintenance releases of Spring Shell, Apache Tomcat and Gradle; and the first and second beta releases of JHipster 9.0.
By Michael Redlich
© 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