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OSCON Discount Codes for User Group members
JUG members can save 20% on any OSCON package by using discount code OS13UG when you register. If you can't make it to the entire convention, but still want to stop by and check it out, you can register for a FREE Expo Only pass ($25 value) with code UGEXPO. This Expo Hall Only pass gets you into the Expo Hall, sponsored sessions and tutorials, plus all the evening events and parties. View the packages and prices: http://oreil.ly/150D1po
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Happy 10th year, JCertif!
Notes
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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
Google’s TurboQuant Compression May Support Faster Inference, Same Accuracy on Less Capable Hardware
Google Research unveiled TurboQuant, a novel quantization algorithm that compresses large language models’ Key-Value caches by up to 6x. With 3.5-bit compression, near-zero accuracy loss, and no retraining needed, it allows developers to run massive context windows on significantly more modest hardware than previously required. Early community benchmarks confirm significant efficiency gains.
By Bruno CouriolPresentation: Empower Your Developers: How Open Source Dependencies Risk Management Can Unlock Innovation
Celine Pypaert discusses the ubiquitous nature of open-source software and shares a blueprint for securing modern applications. She explains how to prioritize high-risk vulnerabilities using exploitability data, the role of Software Bill of Materials (SBOM), and the importance of bridging the gap between DevOps and Security through clear accountability and automated governance.
By Celine PypaertZendesk Says AI Makes Code Abundant, Shifting the Bottleneck to “Absorption Capacity”
Zendesk argues that GenAI shifts the bottleneck in software delivery from writing code to “absorption capacity”, which is the organisation’s ability to define problems clearly, integrate changes into the wider system, and turn implementation into reliable value. As code becomes abundant, architectural coherence, review capacity, and delivery flow become the main constraints.
By Eran StillerClaude Code Used to Find Remotely Exploitable Linux Kernel Vulnerability Hidden for 23 Years
Anthropic researcher Nicholas Carlini used Claude Code to find a remotely exploitable heap buffer overflow in the Linux kernel's NFS driver, undiscovered for 23 years. Five kernel vulnerabilities have been confirmed so far. Linux kernel maintainers report that AI bug reports have recently shifted from slop to legitimate findings, with security lists now receiving 5-10 valid reports daily.
By Steef-Jan WiggersArticle: Using AWS Lambda Extensions to Run Post-Response Telemetry Flush
At Lead Bank, synchronous telemetry flushing caused intermittent exporter stalls to become user-facing 504 gateway timeouts. By leveraging AWS Lambda's Extensions API and goroutine chaining in Go, flush work is moved off the response path, returning responses immediately while preserving full observability without telemetry loss.
By Melvin Philips
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