Russ Fustino

There are still some unenlightened people who don't realize open source is the foundation of the many of the tools we use today and are unaware at how abused open source is by many very large companies. https://lnkd.in/gy8vQGPr

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NYTimes Opinion - About the impact of AI on Critical Thinking. https://lnkd.in/g3ZAyPWT My concern is broader: the use of AI and basic expectations of rational thought. It seems that the magic of AI and non-sequitur magical thinking go hand in hand.

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We recently updated a bunch of labs (include AI ones) to our FREE resources section on our site. Book mark these for instant access to playgrounds. 🧠 Artificial Intelligence: Try LangChain, RAG, Gemini CLI and more—hands-on! 🧰 DevOps Pre-Requisites: Get comfortable with CLI, DNS, Java, Node.js and package managers. 🐳 Docker: Master containers, images, volumes, and Docker Compose. ☸️ Kubernetes: Deploy pods and services. Learn YAML the practical way. 🛠️ Terraform: Understand Infrastructure as Code with HCL and providers. 🖥️ Linux Administration: Shell scripting, security, networking, and more. 📁 Git & Version Control: Branch, merge, push, pull like a pro. 💾 Jenkins: Setup CI/CD pipelines and automate delivery. 📜 Ansible: Write playbooks to automate infrastructure tasks. 🐍 Python Programming: Learn syntax, functions, data structures—automate anything.

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So which models produce HTML that has the least accessibility errors, and at what cost? Mapped it out here (bottom left is the best). This is helpful for understanding which models are most compliant for those with disabilities and do it efficiently. Qwen and Gemini 2.5 Flash lead the pack. Hat tip to Ben Ogilvie for pointing me to this: aimac.ai

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A question for vibe coders: How do you get an LLM that can can do a task for a single file to do it for many files? Say I have ~1000 source files, and I want to ask an LLM to validate something for *every* file Without getting into the specifics, what matters is that the task is simple enough that LLMs get it ~100% right for a single file. But if I give Cursor the root folder and ask it to do the task for every file in it, it gets lost. It starts reading random files, it validates a few, and then acts as if it validated all. Even when it creates TODO lists, it is far from exhaustive. Any advice? (The solution may be simple, but it's a frequent friction point for me.)

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This week on Changelog News! https://changelog.news/149 Lukas Mathis tells us to stop uploading our data to Google, Robert Vitonsky wants web devs to not guess his language using his IP, Tom from GameTorch reminds us that software talent is gold right now, Austin Parker from Honeycomb describes how LLMs are upending the observability industry, and Vitess co-creator, Sugu Sougoumarane, joins Supabase to lead their Multigres effort to bring Vitess to Postgres.

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"Some of the bugs Aardvark has found has saved OpenAI millions of dollars," - Dave Aitel on the #ThreeBuddyProblem podcast Costin Raiu Juan Andres Guerrero-Saade (JAGS)

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With a significant number of kids and parents planning on getting around the teen social media ban, experts and tech companies are warning about the "greater potential harms" for kids using the adult internet without guardrails and on dodgier alternative platforms. https://lnkd.in/g_pmxhVz

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Listening to this made me think that there is a need for a SOC 3 for ethical AI use. There are a lot of assertions about how AI is being used (and what it isn't doing) by Delta and the question of how do we know they are doing what they say they are doing--which is really the role of auditors. #accelerateinnovation #transformaudit https://lnkd.in/gaB5wS9E

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