Codetown ::: a software developer's community
This just in from Satish N Kota of the Bangalore RUG:
"Hello Folks,
Lets begin the begin and in that spirit, call for talk proposals is
open for RubyConf India 2012. Interested folks can head over to:…
Added by Michael Levin on November 24, 2011 at 9:21am — No Comments
Added by Michael Levin on November 21, 2011 at 12:40pm — 4 Comments
Interested in Hudson? (or in finding out what it is) - check out this free book! Thanks to Frans Thamura all the way from Java,…
Added by Michael Levin on November 15, 2011 at 8:40am — No Comments
Added by Michael Levin on November 10, 2011 at 10:00am — No Comments
Ensemble: service orchestration for the cloud (my work for Ubuntu Server) http://fewbar.com/2011/06/so-what-is-ensemble-anyway - via Jim Baker
Jim and I spent some time…
ContinueAdded by Michael Levin on October 30, 2011 at 5:30pm — 2 Comments
We had a great time at the OrlandoJUG meeting tonight. It was an Open Spaces style meeting and a potluck dinner. We had some new faces and certainly covered interesting topics. Here are a few:
1. Cloud Computing
2. JavaOne 2011
3. Managing dev, test and production environments
4. OSGi - what it is and how…
ContinueAdded by Michael Levin on October 27, 2011 at 11:11pm — No Comments
Added by Michael Levin on October 25, 2011 at 8:00pm — No Comments
Added by Michael Levin on October 25, 2011 at 10:30am — No Comments
Here's a website with open source code:
ching(6), the old amusement found in BSD 4.[234], has disappeared from the face of the net. I wanted it back. Fortunately finding the full text of the Wilhelm translation of the I Ching was easy. So was writing a program to read it.…
ContinueAdded by Michael Levin on October 9, 2011 at 2:00pm — No Comments
Here's a recap of what happened at the JCertif 2011 conference in Brazzaville from Chrisobel Malonga:
"Hello with all, I take a few minutes in order to announce to you how much JCertif 2011 of which you are the actors at summer a true success and a true human adventure which was worth the cost d' to be lived. My arrival on the spot dated August 27 m' allowed…
ContinueAdded by Michael Levin on September 19, 2011 at 8:30pm — No Comments
Added by Michael Levin on September 15, 2011 at 8:28am — 2 Comments
News Flash - Codetown is on Facebook here. We'll post links to articles, blog posts, media, and new items in general on our Codetown Facebook page.
We'll also post links to interesting articles outside Facebook.
What's the point…
ContinueAdded by Michael Levin on August 3, 2011 at 8:11am — No Comments
Added by Michael Levin on July 28, 2011 at 12:20pm — No Comments
This just in from Luis Espinal of MJUG:
The EasyB syntax for writing stories and specifications is a lot more succinct than the one provided by Specs, the Scala BDD framework (at least when looked upon from a 10K foot view)
Added by Michael Levin on July 27, 2011 at 8:00am — No Comments
Added by Michael Levin on July 26, 2011 at 9:11am — No Comments
Android's Market now has an entirely new user interface. Photo courtesy of Google
Look out, iTunes, the Android Market is…
ContinueAdded by Michael Levin on July 12, 2011 at 6:18pm — No Comments
Hello Codetown!
I just got this from Oracle:
We’re Moving Java Forward. Watch the Webcast Replay of the Java 7 Launch Today.
…
ContinueAdded by Michael Levin on July 12, 2011 at 6:30am — No Comments
Is Objective-C a step backwards in terms of memory management? Why does Apple use it despite advances in the language realm? I heard the other day that Java would give people some sort of unfair abilities in the App store. Not sure. But, people I know (Kevin Neelands, for one - check out his best selling Periodic Table of the Elements - free!)…
ContinueAdded by Michael Levin on July 10, 2011 at 7:30am — 7 Comments
Added by Michael Levin on June 20, 2011 at 11:00am — No Comments
Cornbread and contracting. They have a lot in common. What do I mean?
Well, you never go in empty handed. That's for starters. How did this come up? I'm headed to my favorite bike and coffee shop this morning to do some fancy computin'. I'll be sure to bring something with me to the show. Whats my fav?…
ContinueAdded by Michael Levin on June 7, 2011 at 10:00am — 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.
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Agentic LLM systems have moved from linear prompt chains to graph-based workflows and, more recently, code-executing harnesses. Chains are simple but fragile, graphs add branching, retries, and validation, and code harnesses verify outputs through execution. The article advises validating model outputs and choosing the least complex design that meets reliability, speed, and cost needs.
By Karthik Ramgopal
Cloudflare has released Auto Router in public beta through AI Gateway, picking a model per request from a classifier that scores complexity, ambiguity, stakes and context dependence. Cloudflare’s own benchmark puts it ten points below Claude Opus 5.5 on success rate at a third of the cost, and practitioners have questioned how stakes survive a long agent session.
By Steef-Jan Wiggers
Microsoft announced version 2.0 of the official MCP C# SDK, which implements the 2026-07-28 revision of the Model Context Protocol with stateless HTTP servers by default, standardised routing headers and Multi Round-Trip Requests. Releases 2.1 to 2.3 have since added hybrid session serving, a subscriptions/listen handler and a series of discovery, OAuth and shutdown fixes.
By Edin Kapić
PHP released 8.5.12, 8.4.27, 8.3.36, and 8.2.35 to fix two critical vulnerabilities allowing unauthenticated remote code execution. Amazon recorded an exploitation attempt four days before the patches shipped, and operators spent the day working out whether they ran PHP, where to get the package, and how to tell it had landed.
By Steef-Jan Wiggers
Google and Meta open-sourced TorchTPU, a native PyTorch backend for Google's TPUs, at PyTorch Conference North America 2026, and Meta said it plans to move larger LLM workloads onto TPUs with it. AWS released TorchNeuron for Trainium the same week, while developers questioned TPU availability and where vendor lock-in now sits.
By Andrew Hoblitzell
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