Codetown ::: a software developer's community
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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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Google Research has proposed a training method that teaches large language models to approximate Bayesian reasoning by learning from the predictions of an optimal Bayesian system. The approach focuses on improving how models update beliefs as they receive new information during multi-step interactions.
By Daniel Dominguez
Cloudflare recently announced support for ASPA (Autonomous System Provider Authorization). The new cryptographic standard helps make Internet routing safer by verifying the path data takes across networks to reach its destination and preventing traffic from traversing unreliable or untrusted networks.
By Renato Losio
DoorDash engineers built a simulation and evaluation flywheel to test large language model customer support chatbots at scale. The system generates multi-turn synthetic conversations using historical transcripts and backend mocks, evaluates outcomes with an LLM-as-judge framework, and enables rapid iteration on prompts, context, and system design before production deployment.
By Leela Kumili
Engineers at Netflix have uncovered deep performance bottlenecks in container scaling that trace not to Kubernetes or containerd alone, but into the CPU architecture and Linux kernel itself.
By Craig Risi
Alicia Collymore discusses the critical role of cultural alignment in building high-performing engineering teams. She explains how to move beyond "vibes" by identifying specific attributes in company values and assessing them during coding challenges and system design sessions. She shares practical advice on using interview debriefs, assessment criteria, and "culture add" to drive growth.
By Alicia Collymore
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Good luck in Orlando!
Nick, Congrats on putting up the most readable, down to earth, factual profile I've come across to date. "Semi professional", regarding the profile photo, is a nicely humble remark you threw out about yourself and I must say, we're not in a glamour contest here (on earth ;-), at least most of us. You've got some very admirable skills under your belt and I suspect you've had some fun in the process.
I'm sure you don't know how superior James Ward's presentation will be at the upcoming GatorJUG. You'll be pleasantly surprised. It's going to be a world class talk, and I know because I have known and respected James for many years. To be honest, I think it's a pity more people don't come out to these presentations because I bring in some sharp speakers. I benefit personally, and it's nice that I get some tech savvy "for free" out of this. But, you might let people know that this is an opportunity to learn from true professionals, and it's a shame for anyone interested in software dev to miss it. Like, what I mean is tell your friends!
Looking forward to meeting you. The food's going to be good, too. Hand crafted stuff....stay tuned - you'll see! All the best, Mike