Discover is a fast, beautiful technology magazine covering AI, open source, home labs, local LLMs, science and New Zealand — hand-curated and continuously updated.https://discover.jellypuff.link/en-NZhttps://discover.jellypuff.link//articles/ai/ai-agents-that-actually-work-orchestration-patternshttps://discover.jellypuff.link//articles/ai/ai-agents-that-actually-work-orchestration-patternsSingle agents hit walls. Multi-agent systems hit each other. Here are the orchestration patterns that survive real workloads — supervisor, pipeline, swarm, and the evaluation loops that keep them honest.Thu, 06 Aug 2026 00:00:00 GMTnovaaiai-agentsorchestrationllmpatternsnovahttps://discover.jellypuff.link//articles/bible/reading-scripture-like-a-scholar-tools-for-bible-studyhttps://discover.jellypuff.link//articles/bible/reading-scripture-like-a-scholar-tools-for-bible-studyYou don't need a seminary degree to study the Bible seriously. 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The password manager, photo backup, design suite, and analytics stack that are not just free but genuinely better than what you're paying for.Wed, 05 Aug 2026 00:00:00 GMTjellyfree-stufffree-softwaretoolsself-hostedproductivityjellyhttps://discover.jellypuff.link//articles/reviews/rtx-4080-for-local-ai-a-year-of-hands-on-verdictshttps://discover.jellypuff.link//articles/reviews/rtx-4080-for-local-ai-a-year-of-hands-on-verdictsA year of running local AI on an RTX 4080 — the 16GB VRAM ceiling, ComfyUI throughput, llama.cpp tokens per second, and the honest verdict on whether it was worth the money.Wed, 05 Aug 2026 00:00:00 GMTstenreviewsgpulocal-llmscomfyuihardwarestenhttps://discover.jellypuff.link//articles/science/five-science-facts-that-sound-fake-but-are-truehttps://discover.jellypuff.link//articles/science/five-science-facts-that-sound-fake-but-are-trueRadioactive fruit, three-hearted octopuses, and a chess number bigger than the universe. 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Here's the complete setup, including custom domains and DNS.Sun, 02 Aug 2026 00:00:00 GMTjellyThu, 06 Aug 2026 00:00:00 GMTcloudflareastrodeploymentstatic-sitegithub-actionsjellyhttps://discover.jellypuff.link//articles/home-lab/building-the-perfect-nas-dashboard-with-homepagehttps://discover.jellypuff.link//articles/home-lab/building-the-perfect-nas-dashboard-with-homepageTurn a wall of bookmarks into a living control room. Build a gethomepage.dev dashboard with live Docker container cards, resource widgets and a status board that actually updates.Thu, 30 Jul 2026 00:00:00 GMTstenhome-labdashboarddockernasstenhttps://discover.jellypuff.link//articles/programming/typescript-at-the-edge-typing-your-whole-stackhttps://discover.jellypuff.link//articles/programming/typescript-at-the-edge-typing-your-whole-stackFrom API routes to database rows to UI state — a single type system across the entire stack kills whole classes of bugs. Here's the setup that actually works without drowning you in boilerplate.Tue, 28 Jul 2026 00:00:00 GMTstenprogrammingtypescriptfullstackzodapistenhttps://discover.jellypuff.link//articles/nz/aotearoa-tech-scene-whats-actually-happening-in-nzhttps://discover.jellypuff.link//articles/nz/aotearoa-tech-scene-whats-actually-happening-in-nzThe fibre network is world-class, hyperscale clouds are finally landing in Auckland, and startups keep punching above their weight. Here's the honest state of tech in New Zealand — including the cloud pricing trap everyone discovers the hard way.Mon, 27 Jul 2026 00:00:00 GMTjellynznew-zealandfibrestartupscloudjellyhttps://discover.jellypuff.link//articles/docker/docker-compose-for-real-life-the-stack-that-never-breakshttps://discover.jellypuff.link//articles/docker/docker-compose-for-real-life-the-stack-that-never-breaksStop copying Compose files from blog posts and praying. 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