Weekly newsletter focused on AWS, Cloud Security, Kubernetes, FinOps, and devtools ❤️ Hand-curated by @mlabouardy

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Joined March 2021
Master modern CI/CD with "Pipeline as Code" 🚀! Uncover Jenkins at scale, cloud-native pipelines, seamless Docker/serverless deployments, and the soul of DevOps. 🔗 manning.com/books/pipeline-a…
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𝗧𝘆𝗽𝗲𝗦𝗰𝗿𝗶𝗽𝘁 𝗴𝗼𝘁 𝗮 𝗚𝗼 𝗿𝗲𝘄𝗿𝗶𝘁𝗲. 𝗡𝗼𝘄 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 𝗶𝘀 𝗯𝗮𝗰𝗸𝗶𝗻𝗴 𝗮 𝗥𝘂𝘀𝘁 𝗽𝗼𝗿𝘁. tsrs is experimental. Early benchmarks report up to 8x faster checks and ~70% less memory than TypeScript 7.0, with matching worker counts.
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𝗡𝗼𝗱𝗲.𝗷𝘀 𝗷𝘂𝘀𝘁 𝗽𝗮𝘁𝗰𝗵𝗲𝗱 𝗮 𝗕𝗿𝗼𝘁𝗹𝗶 𝗳𝗹𝗮𝘄 𝘁𝗵𝗮𝘁 𝗰𝗮𝗻 𝗹𝗲𝗮𝗱 𝘁𝗼 𝗿𝗲𝗺𝗼𝘁𝗲 𝗰𝗼𝗱𝗲 𝗲𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻. October 21: 10 fixes across Node.js 22, 24 and 26, including TLS and permission-model bypasses. Fixed: 22.23.4 / 24.22.1 / 26.12.1.
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𝗣𝗛𝗣'𝘀 𝗹𝗮𝘁𝗲𝘀𝘁 𝗥𝗖𝗘 𝗰𝗮𝗻 𝘁𝗿𝗶𝗴𝗴𝗲𝗿 𝗯𝗲𝗳𝗼𝗿𝗲 𝘆𝗼𝘂𝗿 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗰𝗼𝗱𝗲 𝗿𝘂𝗻𝘀. Two critical flaws fixed October 21. Apache mod_php has the highest demonstrated risk. Fixed: 8.5.12 / 8.4.27 / 8.3.36 / 8.2.35.
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𝗟𝗮𝗺𝗯𝗱𝗮 𝗻𝗼𝘄 𝗿𝘂𝗻𝘀 𝘆𝗼𝘂𝗿 𝗘𝘅𝗽𝗿𝗲𝘀𝘀 𝘀𝗲𝗿𝘃𝗲𝗿 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗮 𝗟𝗮𝗺𝗯𝗱𝗮 𝗮𝗱𝗮𝗽𝘁𝗲𝗿. Web Functions support up to 128 concurrent requests per environment, active CPU billing and automatic multi-region routing. It launches with Node.js 24 on Arm64.
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𝗪𝗵𝗮𝘁𝘀𝗔𝗽𝗽 𝗵𝗮𝗻𝗱𝗹𝗲𝗱 𝟯𝟬𝗠+ 𝗺𝗲𝘀𝘀𝗮𝗴𝗲𝘀 𝗮 𝘀𝗲𝗰𝗼𝗻𝗱 𝘄𝗵𝗶𝗹𝗲 𝗠𝗲𝘁𝗮 𝗸𝗲𝗽𝘁 𝗱𝗲𝗽𝗹𝗼𝘆𝗶𝗻𝗴. More than 100 services were load-tested. Every region peaked together, so there was no quiet region to borrow capacity from.
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𝗫 𝗮𝗻𝗱 𝗟𝗶𝗻𝗸𝗲𝗱𝗜𝗻 𝗮𝗿𝗲 𝘁𝗵𝗲𝗶𝗿 𝗼𝘄𝗻 𝗔𝗜 𝗯𝘂𝗯𝗯𝗹𝗲. On the feed, everyone is running agents. Outside that bubble, I think most people still use AI to ask questions and rewrite emails.
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Talk to anyone outside the finance and tech bubble on this platform. The average person still has no idea Claude Cowork even exists Anyone above the age of 35 is still using these platforms like a chatbot that just spits out some answers. None of the agentic capabilities are well known Most folks above the age of 45 don’t even know how to toggle between Opus and Fable on their Claude interface That is how early we are. If you are looking at the price action of AI infrastructure stocks and concluding that token usage has peaked, you are so deeply mistaken
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𝗔𝗻𝘁𝗵𝗿𝗼𝗽𝗶𝗰'𝘀 𝘀𝗵𝗮𝗿𝗲 𝗼𝗳 𝗷𝘂𝗻𝗶𝗼𝗿 𝘁𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗵𝗶𝗿𝗲𝘀 𝗳𝗲𝗹𝗹 𝗳𝗿𝗼𝗺 𝟮𝟳% 𝘁𝗼 𝟵%. Its hiring managers increasingly value autonomy and judgment over implementation skills. Those are hard to develop without getting a chance to do the work.
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𝗥𝗘𝗔 𝗹𝗲𝘁𝘀 𝘆𝗼𝘂𝗿 𝗰𝗼𝗱𝗶𝗻𝗴 𝗮𝗴𝗲𝗻𝘁 𝗶𝗻𝘃𝗲𝘀𝘁𝗶𝗴𝗮𝘁𝗲 𝗮𝗽𝗽𝘀 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝘁𝗵𝗲𝗶𝗿 𝘀𝗼𝘂𝗿𝗰𝗲 𝗰𝗼𝗱𝗲. Use it to inspect apps and binaries, understand how a feature works and help build something similar.
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𝗬𝗼𝘂𝗿 𝗔𝗜 𝗲𝗺𝗮𝗶𝗹 𝘀𝘂𝗺𝗺𝗮𝗿𝘆 𝗰𝗮𝗻 𝗰𝗮𝗿𝗿𝘆 𝘁𝗵𝗲 𝗮𝘁𝘁𝗮𝗰𝗸𝗲𝗿'𝘀 𝗶𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻𝘀. Barracuda found phishing emails with hidden prompts telling inbox assistants to add fake urgent actions, including changing vendor payment details.
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𝗗𝘂𝗺𝗽𝗶𝗻𝗴 𝟭𝟬,𝟬𝟬𝟬 𝗹𝗼𝗴 𝗹𝗶𝗻𝗲𝘀 𝗶𝗻𝘁𝗼 𝗮 𝗽𝗿𝗼𝗺𝗽𝘁 𝗶𝘀 𝗽𝗼𝗼𝗿 𝗱𝗲𝗯𝘂𝗴𝗴𝗶𝗻𝗴. Give the agent a service, time window and request ID. Let it search, then pull surrounding lines. Keep the originals available.
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