Codetown ::: a software developer's community
Jack Pines has not received any gifts yet
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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Alina Krasavina explains how Delivery Hero successfully deprecated Google Analytics and migrated to an internal user tracking platform. She discusses how a simplistic, highly scalable architecture allowed them to handle 10 times more load while capturing 97% of tracking data.
By Alina Krasavina
This week's Java roundup for June 15th, 2026, features news highlighting: point releases of Spring Tools, Helidon, JobRunr and Gradle; the June 2026 edition of Open Liberty; the first milestone release of Apache TomEE 11.0; the first beta release of Hibernate ORM 8.0; Quarkus emergency maintenance releases to address CVE-2026-50559; and four open-source projects join the Commonhaus Foundation.
By Michael RedlichDan Fineran explores how eBPF has evolved far beyond its roots in packet filtering into a robust, safe way to extend the Linux kernel. He explains how the eBPF "verifier", the security guardrail, enables implementation of deep observability and networking without the risks of traditional kernel modules or the slow upstreaming process.
By Dan Fineran
In this article, the author explores data poisoning as a threat to machine learning systems, covering techniques such as label flipping, backdoors, clean-label poisoning, and gradient manipulation. The article reviews real-world incidents, discusses the challenges of detecting poisoned data, and presents practical defenses, tools, and operational practices for securing ML training pipelines.
By Igor Maljkovic
AWS made Graviton5-powered EC2 M9g and M9gd instances generally available with 192 ARM cores, formally verified VM isolation via the Nitro Isolation Engine, and DDR5-8800 memory. ClickHouse reported 36% better performance with zero code changes. Meta committed tens of millions of cores. On-demand pricing is 9% above Graviton4, translating to roughly 15% better price-performance.
By Steef-Jan Wiggers
© 2026 Created by Michael Levin.
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Congrats, Jack! I bet you have some great stories to tell about your company being acquired by Microsoft. Microsoft has changed so much. Now, they're involved in open source. And, how about the free upgrade to Windows 10! Puget Sound must be a wonderful area to live. I see you're involved in theater. Would you consider giving a video talk and posting it on YouTube with a link here?
Nice site, By the way! http://www.jackpines.info/
Chris Schaefer is the new JUG leader in Sarasota and he's a nice guy who knows his stuff, especially about Spring. Plus, he's a brewmaster. Look forward to lots of good times.
Hi Jack, Glad you could join us. OJUG meets every 4th Th except this month. I'll put meeting announcements in the Codetown Events section. BTW, tonight is a fun event to take the place of this month's local meeting - a beer and meetup night in Sarasota.
Life's better without braces,
Mike