Codetown ::: a software developer's community
What do you think about Twitter's recent moves limiting access to data via their API? Continue
Started by Michael Levin Aug 23, 2012.
I've just started reading…Continue
Tags: building, oreilly, community, of, jono
Started by Michael Levin. Last reply by Michael Levin Jan 31, 2012.
I just started reading the book, Managing Online Forums: Everything You Need to Know to Create and Run Successful Community Discussion Boards and the author provided a link to his website, so I…Continue
Tags: networking, discussion, community, websites
Started by John Dargan. Last reply by Patrick O'Keefe Nov 11, 2009.
I have noticed that whereas someone would normally search for their friends on twitter for purpose of following them, it is also possible to use twitter as a marketing tool and a community building…Continue
Started by John Dargan. Last reply by John Dargan Nov 8, 2009.
Comment
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.

Now stable, Ax is an open-source platform from Meta designed to help researchers and engineers apply machine learning to complex, resource-intensive experimentation. Over the past several years, Meta has used Ax to improve AI models, accelerate machine learning research, tune production infrastructure, and more.
By Sergio De Simone
Lyft has rearchitected its machine learning platform LyftLearn into a hybrid system, moving offline workloads to AWS SageMaker while retaining Kubernetes for online model serving. Its decision to choose managed services where operational complexity was highest, while maintaining custom infrastructure where control mattered most, offers a pragmatic alternative to unified platform strategies.
By Eran Stiller
AWS Transform Custom revolutionizes code modernization with AI-driven, out-of-the-box transformations for Java, Node.js, and Python. This enterprise-focused tool accelerates application upgrades by up to 5x while learning from organizational nuances to deliver high-quality, repeatable transformations.
By Steef-Jan Wiggers
Autonomous AI agents amplify productivity but can cause severe damage without safeguards. Defend the ReAct loop—context, reasoning, and tools—through provenance gates, planner-critic separation, scoped credentials, sandboxed code, and STRIDE/MAESTRO threat modeling. With robust logging, bounded autonomy, and red-teaming, agents can deliver trustworthy productivity while minimizing risk.
By Sriram Madapusi Vasudevan
Francisco Javier Arceo explored Feast, the open-source feature store designed to address common data challenges in the AI/ML lifecycle, such as feature redundancy, and low-latency serving at scale.
By Francisco Javier Arceo
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