Codetown ::: a software developer's community
Added by Michael Levin on March 28, 2010 at 4:00pm — No Comments
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Added by Michael Levin on March 16, 2010 at 1:39pm — 1 Comment
ContinueBeen asked to pass this along:
"Folks,
Just in case daylight savings time got the best of you this weekend, we have extended the
JavaOne Call for Papers by 48 hours. If you have not yet submitted a topic or have
additional ideas, you have until 11:59pm Pacific Time on Tuesday, March 16th to get your
abstracts in. Keep the submissions coming—this is looking to be the best JavaOne…
Added by Michael Levin on March 15, 2010 at 7:30pm — No Comments

Added by Michael Levin on March 14, 2010 at 11:46am — No Comments
Added by Michael Levin on March 13, 2010 at 10:30am — No Comments
I have uploaded the presentation that I gave last night to the Gainesville Java Users Group on the Grails Portal Framework that I have been working on. You can download it using this link.
Added by Joshua Davis on March 11, 2010 at 11:18am — No Comments
There is my proposal for JUG-AFRICA agenda. Feel free to comment and add interesting ideas.
I will detail each point in my blog later.
Added by Max Bonbhel on March 9, 2010 at 10:30pm — No Comments
Added by Max Bonbhel on March 2, 2010 at 1:53pm — 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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Mallika Rao discusses the hidden risk of evaluation debt in production AI systems, drawing on her experience at Twitter, Walmart, and Netflix. She explains why traditional metrics fail modern architectures, breaks down a five-layer evaluation stack spanning infrastructure and UX, and shares a diagnostic maturity model to help engineering leaders eliminate silent semantic failures.
By Mallika Rao
The Cloud Native Computing Foundation has highlighted a new AI-assisted migration approach that enabled engineers to migrate 60 ingress-nginx resources to Higress in roughly 30 minutes, demonstrating how artificial intelligence is increasingly being applied to modernize Kubernetes networking and gateway infrastructure.
By Craig Risi
GitHub reports cutting token costs in agentic CI workflows by up to 62% by pruning unused MCP tools, swapping some MCP calls for gh CLI, and running daily “auditor” and “optimizer” agents. A token-usage.jsonl artefact and an Effective Tokens metric help track spend across models and spot regressions.
By Mark Silvester
Trisha Ballakur discusses her journey from a backend software engineer to CTO and CEO, using her startup Pointz as a case study. She explains how to implement bottom-up customer discovery to find product-market fit, effectively delegate to global contractors to reduce build times, customize open-source repos like Valhalla, and apply engineering test-case models to business development.
By Trisha Ballakur
AI bias mirrors human bias; both stem from our language and lived experiences. Ethics and AI are inseparable, but AI changes affordances, making harmful actions easier to carry out. The EU regulations apply to AI, since digital products are products. The ultimate goal is accountability: companies must ensure transparency, and laws should favor using the simplest AI that gets the job done.
By Ben Linders
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