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Happy 10th year, JCertif!

Notes

Welcome to Codetown!

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.

When you create a profile for yourself you get a personal page automatically. That's where you can be creative and do your own thing. People who want to get to know you will click on your name or picture and…
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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

Presentation: Orchestrating AI Services with the Spring AI Framework

Loiane Groner shares how Java developers can leverage the Spring AI framework to build robust AI applications. She explains how to integrate LLMs, use memory, implement guardrails for security, and build powerful AI agents, all within the familiar Spring ecosystem.

By Loiane Groner

How Netflix Is Reimagining Data Engineering for Video, Audio, and Text

Netflix has introduced a new engineering specialization—Media ML Data Engineering, alongside a Media Data Lake designed to handle video, audio, text, and image assets at scale. Early results include richer ML models trained on standardized media, faster evaluation cycles, and deeper insights into creative workflows.

By Matt Foster

Cloudflare Rearchitects Workers KV Following GCP Outage, Achieves 40x Performance Gain

Cloudflare has recently redesigned Workers KV with a hybrid storage architecture that automatically routes objects between distributed databases and object storage based on size characteristics, while operating dual storage backends. This change improved the p99 read latencies from 200ms to under 5ms for their global key-value store while handling hundreds of billions of key-value pairs.

By Eran Stiller

Podcast: Why Rust Will Help You Deliver Better Low-latency Systems and Happier Developers

Andrew Lamb, a veteran of database engine development, shares his thoughts on why Rust is the right tool for developing low-latency systems, not only from the perspective of the code’s performance, but also looking at productivity and developer joy. He discusses the overall experience of adopting Rust after a decade of programming in C/C++.

By Andrew Lamb

Article: Ransomware-Resilient Storage: The New Frontline Defense in a High-Stakes Cyber Battle

Cybersecurity has evolved, with ransomware now primarily targeting data storage and backups. To combat this, modern defense strategies focus on making storage systems more resilient. Key tactics include using immutable storage that prevents data from being altered or deleted, employing AI-powered detection, and implementing air-gapping to create isolated, tamper-proof recovery points.

By Arjun Mullick

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