Codetown ::: a software developer's community
Added by Michael Levin on May 26, 2011 at 9:00am — No Comments
I've started a handbook called "The People's Guide to Contracting". It's a work in progress, so you can check here from time to time if you want to see it grow. Here's what I've written so far:
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ContinueAdded by Michael Levin on May 24, 2011 at 2:34pm — No Comments
Added by Michael Levin on May 20, 2011 at 2:38pm — No Comments
Added by Michael Levin on May 20, 2011 at 2:00pm — No Comments
"Now with ★ CHROME Browser and JAVA ★ support! Imagine having a computer inside your iPhone or iPad, with full-featured Office suite, copy and paste and a PC-class browser? Now you can! AlwaysOnPC is your own personal ‘virtual PC’ where can run FireFox or Chrome browsers with FLASH and JAVA (no full-motion and sound yet), a full…
ContinueAdded by Michael Levin on May 17, 2011 at 7:32am — No Comments
Added by Michael Levin on May 14, 2011 at 3:34am — No Comments
Open Source Bridge is coming! And, it's in Portland, which is a huge bonus. I wrote about it here: http://www.jroller.com/Sandymountster/entry/enhancing_your_website_with_social in my blog.
I attended OSB's first conference and gave a talk on Web2.0.…
ContinueAdded by Michael Levin on May 11, 2011 at 8:01am — No Comments
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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.
Check out the Codetown Jobs group.

Instacart redesigned its personalized marketing system using a configuration-driven multi-tenant architecture on Storefront Pro. The system replaces retailer-specific implementations with a shared execution engine, enabling scalable personalization, faster configuration propagation in under a minute, and 99.9% delivery success across hundreds of retail banners through a unified campaign platform.
By Leela Kumili
Cassie Shum discusses the architectural evolution of GraphRAG and why data foundations are critical for advanced AI workflows. She explains how traditional vector RAG falls short when addressing global context, multi-hop reasoning, and provenance. She shares enterprise strategies for building semantically structured knowledge graphs that shift raw orchestrating logic down to the data layer.
By Cassie Shum
HeroUI v3 is a redesigned React component library, previously NextUI, offering over 75 components, including 21 new ones, and a new React Native library with 37 components. Built on React Aria and Tailwind CSS v4, it emphasizes accessibility and customization. The library has experienced many updates since its release, and migration from the previous version is necessary.
By Daniel Curtis
The panelists explain the realities of running AI systems reliably at scale. While building models is solved, maintaining production databases under constant pressure is not. They discuss the emerging architectural decisions separating teams that scale gracefully from those facing catastrophic outages, and what engineering leaders must rethink today.
By Simerus Mahesh, Alex Infanzon, Meryem Arik, Luca Bianchi, Renato Losio
Sriram Madapusi Vasudevan discusses industry-converging patterns for securing autonomous AI agents in production. He explains the critical vulnerabilities hidden inside the ReAct loop across context, reasoning, and tool execution. He shares how to mitigate risks like memory poisoning and rogue tool execution using defense-in-depth strategies, LLM-as-a-judge critics, and MAESTRO threat modeling.
By Sriram Madapusi Vasudevan
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