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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
Mini book: Securing the AI Stack: From Model to Production
This eMag explores the shift from AI experimentation to production, where legacy defenses fall short. We dive into the critical trifecta of AI-driven phishing, model poisoning, and cloud governance. By rethinking security as a lifecycle responsibility, this issue provides a roadmap for securing the machine age through layered tactics, robust MLOps, and responsible deployment frameworks.
By InfoQPresentation: Security and Architecture: To Betray One Is To Destroy Both
Shana Dacres-Lawrence explains the complex relationship between security and architecture, identifying three types of "betrayal" - physical, emotional, and trust - that lead to systemic failure. Drawing on real-world incidents like CrowdStrike and Change Healthcare, she shares five defense strategies: open communication, automation, tech integration, validation, and collaborative culture.
By Shana Dacres-LawrenceArticle: Architecting Autonomy at Scale: Raising Teams Without Creating Dependencies
Modern engineering needs a shift from "gates" to "guardrails." Scale via decentralized architecture that treats teams like adults—building judgment through Socratic coaching, shared platforms, and automated drift detection. Move beyond bottlenecks to an interdependent model where AI governance and ADRs preserve context without killing velocity. Empower autonomy while maintaining alignment.
By Shweta Aggarwal, Ron KleinMicrosoft Introduces WinApp CLI to Unify Windows App Development Workflows
In January 2026, Microsoft announced the public preview of the WinApp CLI, a new command-line tool intended to consolidate common Windows application development tasks into a single interface. The tool is available as open source and targets developers working across frameworks such as .NET, C++, Electron, and Rust.
By Edin KapićVercel Releases JSON-Render: A Generative UI Framework for AI-Driven Interface Composition
Vercel has open-sourced json-render, a framework that enables AI models to create structured user interfaces from natural language prompts. Released under the Apache 2.0 license, it supports multiple frontend frameworks and features a catalog of components defined by developers. Community feedback includes both support and skepticism, highlighting its differences from existing standards.
By Daniel Curtis
© 2026 Created by Michael Levin.
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