AI Evaluation – Future AGI

When working with LLMs, agent workflows, or RAG pipelines, one question comes up repeatedly: How do we evaluate the model’s output in a consistent and reliable way? Generating text or reasoning chains is easy. Deciding whether the output is good is much harder. To see a practical open-source example of structured evaluation, here’s the project…

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The 15-Inch MacBook Air Is $200 Off

Looking for an Apple laptop with a bigger screen? You’re in luck, as the 15-inch MacBook Air with the M4 CPU is currently marked down by $200 on Amazon in a variety of configurations and colors, including the new Sky Blue finish. It’s a great fit for work or play, and only serious power users…

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The Complete Guide to Your First Open Source Contribution

Making your first open source contribution can feel overwhelming. Most developers want to contribute but don’t know where to start. This guide combines proven strategies with data-driven tools to help you find the right project and make your first contribution successfully. What’s Inside Why Your First Project Matters The biggest mistake beginners make is jumping…

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Best Home Depot Black Friday Deals

Apparently, it’s always Friday at The Home Depot. Or at least, The Home Depot Black Friday deals have slipped all customary bounds of the calendar: Online deals have already started as of Wednesday, November 5, and will go all the way to December 3. This includes some very steep discounts on flagship tool brands like…

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Logging tests to the terminal in browser tests to help AI find your test results

When using vite, you have a huge ecosystem of plugins to choose from. If you don’t already have a vite app Create one via: pnpm dlx ember-cli@latest new demo-terminal-logging-during-ember-browser-testing –pnpm cd demo-terminal-logging-during-ember-browser-testing Enter fullscreen mode Exit fullscreen mode I found https://github.com/patak-dev/vite-plugin-terminal by Patak, one of the vite developers! Setting this plugin up an an ember…

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