Codetown ::: a software developer's community
Looking for something interesting to do this weekend? Well, if you're in South Florida, there's a hackathon Saturday that sounds like a great way to learn some new tools and use some interesting …
ContinueAdded by Michael Levin on February 16, 2017 at 12:58pm — No Comments
O'Reilly Conference Diversity and Inclusion Scholarship Program:
At O'Reilly, they believe that true innovation depends on hearing from, and listening to, people with a variety of perspectives. They want their conferences, and the technology communities and companies who participate in them, to include, encourage, and recognize people of all races,…
ContinueAdded by Michael Levin on February 11, 2017 at 7:19pm — No Comments
O'Reilly has another Humble Book Bundle, this time: All about Hacks.
Fill your library with practical and creative hacks with O'Reilly's latest Humble Bundle. Readers can pay any price they choose and support a charity at the same time! Bundle Ends …
Added by Michael Levin on February 11, 2017 at 7:17pm — No Comments
Added by Michael Levin on February 9, 2017 at 8:30am — 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.

IBM Research has released CUGA (Configurable Generalist Agent) on Hugging Face Spaces, making its enterprise-oriented agent framework easier to evaluate with open models and real workflows. The move positions CUGA as a practical alternative to brittle, tightly coupled agent frameworks that often struggle with tool misuse, long-horizon reasoning, and recovery from failure.
By Robert Krzaczyński
AWS has released Amazon ECS Express Mode, bringing a simplified process to deploying containerised web applications and APIs. Express Mode lets users deploy production-ready services in one shot, bypassing the usual detail required around ancillary requirements such as IAM roles, load-balancers and scaling.
By Matt Saunders
Aaron Erickson at QCon AI NYC 2025 emphasized treating agentic AI as an engineering challenge, focusing on reliability through the blend of probabilistic and deterministic systems. He argued for clear operational structures to minimize risks and optimize performance, highlighting the importance of specialized agents and deterministic paths to enhance accuracy and control in AI workflows.
By Andrew Hoblitzell
Recently open-sourced by Google, Metrax is a JAX library providing standardized, performant metrics implementations for classification, regression, NLP, vision, and audio models.
By Sergio De Simone
AWS has recently introduced regional availability for the managed NAT Gateway service. The new capability allows developers to create a single NAT Gateway that automatically spans multiple availability zones (AZs) in a VPC, providing high availability, eliminating the need to define separate gateways and public subnets in each zone.
By Renato Losio
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