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What Is a Pipeline in Computer
Science
0:22
YouTube
Github Awesome
Improve: your best model plans, your cheapest model builds
Using your most capable model for every task burns budget on work that doesn't need it. Improve from shadcn splits the job intelligently. The expensive frontier model audits your codebase and writes detailed execution plans. The cheaper, faster models carry those plans out. Frontier-quality direction at a fraction of the token cost. The senior ...
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1 month ago
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Data Science Projects
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50 skills you can learn for free Canva Design Video Editing Microsoft Excel Google Sheets PowerPoint Design Prompt Engineering Basic SQL Basic Python HTML & CSS Figma Notion Copywriting Content Writing Social Media Management Instagram Marketing LinkedIn Personal Branding Email Marketing SEO Basics Google Analytics Digital Marketing Fundamentals Public Speaking Presentation Skills Business Writing Storytelling Scriptwriting Photography Basics Mobile Videography Photo Editing Graphic Design Basic
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BREAKING: After weeks of community resistance, Andover Township in Sussex County voted to remove data centers from the list of permitted uses in its redevelopment plan, effectively canceling a planned data center before its application was filed. THIS is what people power looks like. Hundreds of community voices spoke out at public meetings to fight this project. This data center would have been eligible for the Payment In Lieu of Taxes (PILOT) program, with 0% of funding going toward local scho
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$40,000 gets you noticeably closer to Claude Opus running entirely on your own hardware, no subscription, no API key. This is one engineer's actual build log for getting there: four RTX Pro 6000s linked through PCIe switches so the GPUs talk directly to each other instead of routing through the CPU. He walks through the exact BIOS settings, kernel flags, and ACS fix that took his card-to-card bandwidth from broken to full Gen4 speed. #github #opensource
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AI agents default to generating code. Ponytail makes your agent ask whether it should. Before writing anything, the skill forces it to reason like the laziest senior developer in the room — the one who knows the best code is the code you never wrote. Can this be done by deleting something? Reusing what exists? Not building it at all? Less code, less surface area, fewer bugs. The senior-engineer instinct, bottled into a skill. #github #opensource
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