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	<title>open source &#8211; Noise</title>
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	<description>The collective thoughts of the interwebz</description>
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		<title>Introducing tsrs: a Port of TypeScript to Rust</title>
		<link>https://noise.getoto.net/2026/10/20/introducing-tsrs-a-port-of-typescript-to-rust/</link>
		
		<dc:creator><![CDATA[Boshen Chen]]></dc:creator>
		<pubDate>Tue, 20 Oct 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[javascript]]></category>
		<category><![CDATA[open source]]></category>
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					<description><![CDATA[Cloudflare is collaborating on tsrs, a Rust port of TypeScript that is up to 8x faster and uses 70% less memory.]]></description>
		
		
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		<title>DataJunction as Netflix’s answer to the missing piece of the modern data stack</title>
		<link>https://noise.getoto.net/2026/10/14/datajunction-as-netflixs-answer-to-the-missing-piece-of-the-modern-data-stack/</link>
		
		<dc:creator><![CDATA[Netflix Technology Blog]]></dc:creator>
		<pubDate>Wed, 14 Oct 2026 19:59:08 +0000</pubDate>
				<category><![CDATA[Analytics]]></category>
		<category><![CDATA[data-engineering]]></category>
		<category><![CDATA[modern-data-stack]]></category>
		<category><![CDATA[open source]]></category>
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					<description><![CDATA[by Olek Gorajek, Samuel Redai, Yian ShangIntroOur Netflix journey from data to dashboards, particularly within the space of the experimentation platform, always presented a unique set of challenges. This blog post aims to illuminate these hurdles and e...]]></description>
		
		
		
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		<title>Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flash</title>
		<link>https://noise.getoto.net/2026/10/09/introducing-clef-omni-with-full-multimodality-plus-a-faster-clef-and-a-cheaper-clef-flash/</link>
		
		<dc:creator><![CDATA[Michelle Chen]]></dc:creator>
		<pubDate>Fri, 09 Oct 2026 18:27:34 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Product News]]></category>
		<category><![CDATA[Workers AI]]></category>
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					<description><![CDATA[We are expanding the Clef decision model family with Clef-omni, natively processing audio, video, images, and text in a single pipeline. We’ve also lowered Clef-flash pricing and boosted Clef inference speeds by up to 2.0x.]]></description>
		
		
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		<title>Introducing Clef: our open-source decision models, and new RL fine-tuning platform</title>
		<link>https://noise.getoto.net/2026/10/01/introducing-clef-our-open-source-decision-models-and-new-rl-fine-tuning-platform/</link>
		
		<dc:creator><![CDATA[Michelle Chen]]></dc:creator>
		<pubDate>Thu, 01 Oct 2026 15:34:02 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Workers AI]]></category>
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					<description><![CDATA[We are introducing Clef and Clef-flash, open-source decision models hosted on Workers AI for high-speed classification and agentic workflows. Also launching: a new reinforcement learning platform that allows developers to fine-tune decision models using their own data.]]></description>
		
		
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		<title>One year later: Sovereign AI and the fight for choice</title>
		<link>https://noise.getoto.net/2026/10/01/one-year-later-sovereign-ai-and-the-fight-for-choice/</link>
		
		<dc:creator><![CDATA[Carly Ramsey]]></dc:creator>
		<pubDate>Thu, 01 Oct 2026 13:04:19 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[security]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=14bbf580d87ea11e03930d2df1a6ef2b</guid>

					<description><![CDATA[AI sovereignty is not a zero-sum game, but many governments now believe it is. Cloudflare's answer: more local open-source models, model-agnostic security tools, and a commitment to giving nations genuine choice.]]></description>
		
		
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			</item>
		<item>
		<title>Cloudflare OS: your company’s agent workspace, managed for you</title>
		<link>https://noise.getoto.net/2026/10/01/cloudflare-os-your-companys-agent-workspace-managed-for-you/</link>
		
		<dc:creator><![CDATA[Phillip Jones]]></dc:creator>
		<pubDate>Thu, 01 Oct 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[Cloudflare One]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Workers]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=a8d312e4e6ec06808e64c3ff3f6acfab</guid>

					<description><![CDATA[Cloudflare OS gives everyone in your organization an agent workspace that knows how your company works and connects to its data and systems. We’re opening the waitlist for fully managed deployments that you’ll be able to launch in a few clicks.]]></description>
		
		
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		<title>Next.js applications, powered by Vite: introducing Vinext 1.0</title>
		<link>https://noise.getoto.net/2026/09/28/next-js-applications-powered-by-vite-introducing-vinext-1-0/</link>
		
		<dc:creator><![CDATA[James Anderson]]></dc:creator>
		<pubDate>Mon, 28 Sep 2026 14:51:57 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[Cloudflare Workers]]></category>
		<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[open source]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=52a23df79d256b92872ac80627a36e47</guid>

					<description><![CDATA[Vinext 1.0 graduates from an AI experiment to a production-ready framework, letting developers run Next.js apps on Vite. This release brings advanced cache warming, broader compatibility, and an automated testing pipeline.]]></description>
		
		
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			</item>
		<item>
		<title>Supporting native Rust in Workers with the new Emscripten target for wasm-bindgen</title>
		<link>https://noise.getoto.net/2026/09/28/supporting-native-rust-in-workers-with-the-new-emscripten-target-for-wasm-bindgen/</link>
		
		<dc:creator><![CDATA[Guy Bedford]]></dc:creator>
		<pubDate>Mon, 28 Sep 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[Cloudflare Workers]]></category>
		<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[reliability]]></category>
		<category><![CDATA[Rust]]></category>
		<category><![CDATA[Rust Workers]]></category>
		<category><![CDATA[WASM]]></category>
		<category><![CDATA[WebAssembly]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=74d123628c49fe978f7474fc189787dd</guid>

					<description><![CDATA[With the new experimental support for the Emscripten target in Rust Workers, many previously unsupported Rust libraries and applications can now be built and deployed directly to Cloudflare’s global Workers platform, including upcoming support for Tokio async.]]></description>
		
		
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		<item>
		<title>EmDash 1.0: the stable CMS with a secure plugin registry</title>
		<link>https://noise.getoto.net/2026/09/28/emdash-1-0-the-stable-cms-with-a-secure-plugin-registry/</link>
		
		<dc:creator><![CDATA[Scott Buscemi]]></dc:creator>
		<pubDate>Mon, 28 Sep 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[Cloudflare Workers]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[EmDash]]></category>
		<category><![CDATA[Internship Experience]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Product News]]></category>
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					<description><![CDATA[EmDash 1.0 is a stable, open source CMS built for Astro, with agent-friendly workflows, secure sandboxed plugins, and a decentralized registry that keeps publishers in control.]]></description>
		
		
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		<item>
		<title>Four months of VoidZero at Cloudflare: making the open-source JavaScript toolchain faster for all humans and agents</title>
		<link>https://noise.getoto.net/2026/09/28/four-months-of-voidzero-at-cloudflare-making-the-open-source-javascript-toolchain-faster-for-all-humans-and-agents/</link>
		
		<dc:creator><![CDATA[Evan You]]></dc:creator>
		<pubDate>Mon, 28 Sep 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Birthday Week]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[javascript]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Performance]]></category>
		<category><![CDATA[Vite]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=d81ab26fa6613ca749ee55b94fb1d73d</guid>

					<description><![CDATA[Since joining Cloudflare, VoidZero has delivered more than 80 releases that drastically speed up JavaScript compilation, linting, and testing. From a 10x faster React compiler to Vite+ 1.0, here’s how we are building faster tools for developers and AI agents.]]></description>
		
		
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		<item>
		<title>Saving another 100TB of RAM with math (and Rust)</title>
		<link>https://noise.getoto.net/2026/09/18/saving-another-100tb-of-ram-with-math-and-rust/</link>
		
		<dc:creator><![CDATA[Kevin Guthrie]]></dc:creator>
		<pubDate>Fri, 18 Sep 2026 17:23:58 +0000</pubDate>
				<category><![CDATA[deep dive]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Optimization]]></category>
		<category><![CDATA[Performance]]></category>
		<category><![CDATA[Pingora]]></category>
		<category><![CDATA[Rust]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=5b8a53dcb3dcfc8552e4fd98621ef057</guid>

					<description><![CDATA[Cloudflare's global network is immense but not limitless. As we look for small ways to trim our resource usage, we sometimes get lucky and we can cut significantly more. Here’s how we reduced one of our Pingora-based service's RAM usage with statistics.]]></description>
		
		
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		<item>
		<title>AIs Compress Exploit Timeline</title>
		<link>https://noise.getoto.net/2026/09/10/ais-compress-exploit-timeline/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Thu, 10 Sep 2026 10:40:35 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[exploits]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=72571</guid>

					<description><![CDATA[<p>Give an AI agent a mere <a href="https://anil.recoil.org/notes/rumour-is-the-exploit">rumor</a> of an exploit, and it’s enough for them to find it.</p>
<blockquote><p>What’s worse, I found I could use my own agents to find the exploit <i>just by knowing roughly what it was about</i> and so could have been exploiting it well before the public patch was available! Given that just the <i>rumour</i> of a security issue seems enough to give attackers enough info to find new exploits, we’re going to need to change the way we deal with security responses in open source.</p></blockquote>
<p>Simon Willison <a href="https://simonwillison.net/2026/Aug/28/just-a-rumour-of-a-bug/">comments</a>:</p>
<blockquote><p>Anil points out that this rate of discovery appears incompatible with existing open source embargo practices for new issues. If an issue can become an exploit this fast, we need to figure out new processes for keeping our communities safe...</p></blockquote>]]></description>
		
		
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		<item>
		<title>The state of AI for security: Measuring what matters most for building trust</title>
		<link>https://noise.getoto.net/2026/09/09/the-state-of-ai-for-security-measuring-what-matters-most-for-building-trust/</link>
		
		<dc:creator><![CDATA[Anshumali Shrivastava]]></dc:creator>
		<pubDate>Wed, 09 Sep 2026 19:09:14 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Security Blog]]></category>
		<category><![CDATA[Security, Identity & Compliance]]></category>
		<category><![CDATA[Thought Leadership]]></category>
		<category><![CDATA[Vulnerability management]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=2aabc5e988cd0ff49154f2d5f7d28d8d</guid>

					<description><![CDATA[Security teams are starting to actively use AI for security work, including vulnerability triage, penetration testing, threat modeling, incident response, and code review. The promise is speed, but a security tool that moves fast and raises too many false alarms doesn’t save time. Engineers spend time on false alarms, on-call is noisier, and teams distrust […]]]></description>
		
		
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		<title>How we rebuilt Cloudflare Workers’ module registry for Node.js compatibility</title>
		<link>https://noise.getoto.net/2026/09/09/how-we-rebuilt-cloudflare-workers-module-registry-for-node-js-compatibility/</link>
		
		<dc:creator><![CDATA[Logan Gatlin]]></dc:creator>
		<pubDate>Wed, 09 Sep 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Cloudflare Workers]]></category>
		<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[javascript]]></category>
		<category><![CDATA[node.js]]></category>
		<category><![CDATA[open source]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=e6bdafce00366e655058087501080cf1</guid>

					<description><![CDATA[Workers now enables Node.js compatibility by default, supports applications up to 64 mebibytes, and adds a URL-based module registry with import.meta, lazy compilation, shared code caches, and clearer errors.]]></description>
		
		
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		<title>AWS Weekly Roundup: EC2 application status checks, IAM role manager, OpenAI Daybreak on Bedrock, and more (August 17, 2026)</title>
		<link>https://noise.getoto.net/2026/08/17/aws-weekly-roundup-ec2-application-status-checks-iam-role-manager-openai-daybreak-on-bedrock-and-more-august-17-2026/</link>
		
		<dc:creator><![CDATA[Channy Yun (윤석찬)]]></dc:creator>
		<pubDate>Mon, 17 Aug 2026 16:02:36 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon EC2]]></category>
		<category><![CDATA[Amazon ElastiCache]]></category>
		<category><![CDATA[Amazon OpenSearch Service]]></category>
		<category><![CDATA[Amazon SageMaker JumpStart]]></category>
		<category><![CDATA[AWS Certificate Manager]]></category>
		<category><![CDATA[AWS Client VPN]]></category>
		<category><![CDATA[AWS Identity and Access Management (IAM)]]></category>
		<category><![CDATA[news]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Oracle Database@AWS]]></category>
		<category><![CDATA[Week in Review]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=bdf63243bdb9b7ef5e490b97c6291988</guid>

					<description><![CDATA[Last week, the OpenSearch and Valkey teams visited Seoul to meet open source developers and contributors in the Open Source Summit Korea 2026 and MCP DevSummit Seoul 2026. At the four-day event, community leaders and users of open source projects and emerging agent AI gathered to share knowledge, collaborate on solutions, and push the projects […]]]></description>
		
		
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		<title>Python Now Has a Post-Quantum Encryption Library</title>
		<link>https://noise.getoto.net/2026/08/10/python-now-has-a-post-quantum-encryption-library/</link>
		
		<dc:creator><![CDATA[Bruce Schneier]]></dc:creator>
		<pubDate>Mon, 10 Aug 2026 11:02:26 +0000</pubDate>
				<category><![CDATA[Cryptography]]></category>
		<category><![CDATA[encryption]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[quantum computing]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.schneier.com/?p=72335</guid>

					<description><![CDATA[This is good:
Post-quantum cryptography is now one pip-install away for the entire Python ecosystem. With funding from the Sovereign Tech Agency, we implemented support for ML-KEM, the NIST-standard key-establishment primitive, and ML-DSA, the NIST-sta...]]></description>
		
		
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		<title>Announcing Cloudflare Ambassadors, Community Engineers, and another $1M in open-source funding</title>
		<link>https://noise.getoto.net/2026/08/07/announcing-cloudflare-ambassadors-community-engineers-and-another-1m-in-open-source-funding/</link>
		
		<dc:creator><![CDATA[Kristian Freeman]]></dc:creator>
		<pubDate>Fri, 07 Aug 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Agents]]></category>
		<category><![CDATA[Agents Week]]></category>
		<category><![CDATA[community]]></category>
		<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[open source]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=16e9a2595760d8dc01b76796d3d1abde</guid>

					<description><![CDATA[We are launching updated community programs, including Cloudflare Ambassadors and Community Engineers, backed by $1M in open-source funding. Learn how we are supporting maintainers and scaling our developer community.]]></description>
		
		
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		<item>
		<title>Cloudflare OS: an open platform for agents, apps, and work</title>
		<link>https://noise.getoto.net/2026/08/05/cloudflare-os-an-open-platform-for-agents-apps-and-work/</link>
		
		<dc:creator><![CDATA[Phillip Jones]]></dc:creator>
		<pubDate>Wed, 05 Aug 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Agents]]></category>
		<category><![CDATA[Agents Week]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[Cloudflare Access]]></category>
		<category><![CDATA[Cloudflare OS]]></category>
		<category><![CDATA[Cloudflare Workers]]></category>
		<category><![CDATA[Developer Platform]]></category>
		<category><![CDATA[Developers]]></category>
		<category><![CDATA[open source]]></category>
		<category><![CDATA[Product News]]></category>
		<guid isPermaLink="false">http://noise.getoto.net/?guid=55c34ffaa4df9cc164611a232f2941ba</guid>

					<description><![CDATA[Cloudflare OS is an open-source platform that lets everyone in your company build apps, automate work, and safely access internal systems, shaped around what your organization knows and how it operates]]></description>
		
		
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		<title>How we built a software factory to drive Astro’s GitHub issue count to zero</title>
		<link>https://noise.getoto.net/2026/08/04/how-we-built-a-software-factory-to-drive-astros-github-issue-count-to-zero/</link>
		
		<dc:creator><![CDATA[Matthew Phillips]]></dc:creator>
		<pubDate>Tue, 04 Aug 2026 13:00:00 +0000</pubDate>
				<category><![CDATA[Agents]]></category>
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					<description><![CDATA[By replacing manual issue verification with isolated AI subagents running in GitHub Actions, the Astro maintainers reduced open issue count by 85%. This post explores the architecture behind automated bug reproduction, patch verification, and preview releases.]]></description>
		
		
		<enclosure url="" length="0" type="" />

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		<item>
		<title>Don’t stop early: Case-folding source code at memory speed</title>
		<link>https://noise.getoto.net/2026/07/31/dont-stop-early-case-folding-source-code-at-memory-speed/</link>
		
		<dc:creator><![CDATA[Alexander Neubeck]]></dc:creator>
		<pubDate>Fri, 31 Jul 2026 16:00:00 +0000</pubDate>
				<category><![CDATA[Architecture & optimization]]></category>
		<category><![CDATA[case folding]]></category>
		<category><![CDATA[code search]]></category>
		<category><![CDATA[Engineering]]></category>
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		<category><![CDATA[Rust]]></category>
		<guid isPermaLink="false">https://github.blog/?p=97648</guid>

					<description><![CDATA[<p>How a branch-free loop and byte-space arithmetic let GitHub case-fold every byte of code search at &#62;45 GiB/s on a single core.</p>
<p>The post <a href="https://github.blog/engineering/architecture-optimization/dont-stop-early-case-folding-source-code-at-memory-speed/">Don’t stop early: Case-folding source code at memory speed</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
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