{ "version": "https://jsonfeed.org/version/1.1", "title": "Discover — The AI-powered technology magazine", "home_page_url": "https://discover.jellypuff.link/", "feed_url": "https://discover.jellypuff.link//feed.json", "description": "Discover is a fast, beautiful technology magazine covering AI, open source, home labs, local LLMs, science and New Zealand — hand-curated and continuously updated.", "language": "en-NZ", "authors": [ { "name": "JellyPuff Media" } ], "items": [ { "id": "https://discover.jellypuff.link//articles/ai/ai-agents-that-actually-work-orchestration-patterns", "url": "https://discover.jellypuff.link//articles/ai/ai-agents-that-actually-work-orchestration-patterns", "title": "AI Agents That Actually Work: Orchestration Patterns", "summary": "Single 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.", "content_text": "Single 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.", "date_published": "2026-08-06T00:00:00.000Z", "date_modified": "2026-08-06T00:00:00.000Z", "tags": [ "ai", "ai-agents", "orchestration", "llm", "patterns" ], "authors": [ { "name": "nova" } ] }, { "id": "https://discover.jellypuff.link//articles/bible/reading-scripture-like-a-scholar-tools-for-bible-study", "url": "https://discover.jellypuff.link//articles/bible/reading-scripture-like-a-scholar-tools-for-bible-study", "title": "Reading Scripture Like a Scholar: Tools for Bible Study", "summary": "You don't need a seminary degree to study the Bible seriously. Free tools put the Hebrew and Greek originals, interlinear texts and manuscript history within reach of anyone — here's how scholars actually work, and how you can too.", "content_text": "You don't need a seminary degree to study the Bible seriously. Free tools put the Hebrew and Greek originals, interlinear texts and manuscript history within reach of anyone — here's how scholars actually work, and how you can too.", "date_published": "2026-08-06T00:00:00.000Z", "date_modified": "2026-08-06T00:00:00.000Z", "tags": [ "bible", "bible", "study-tools", "greek", "hebrew" ], "authors": [ { "name": "jelly" } ] }, { "id": "https://discover.jellypuff.link//articles/tutorials/from-zero-to-first-cloudflare-worker-in-20-minutes", "url": "https://discover.jellypuff.link//articles/tutorials/from-zero-to-first-cloudflare-worker-in-20-minutes", "title": "From Zero to First Cloudflare Worker in 20 Minutes", "summary": "No account? No problem. Ship a live serverless API on Cloudflare's free tier in 20 minutes — install Wrangler, write a Worker, deploy, and test it with curl.", "content_text": "No account? No problem. Ship a live serverless API on Cloudflare's free tier in 20 minutes — install Wrangler, write a Worker, deploy, and test it with curl.", "date_published": "2026-08-06T00:00:00.000Z", "date_modified": "2026-08-06T00:00:00.000Z", "tags": [ "tutorials", "cloudflare", "workers", "javascript", "tutorial" ], "authors": [ { "name": "nova" } ] }, { "id": "https://discover.jellypuff.link//articles/free-stuff/genuinely-free-tools-that-beat-paid-alternatives", "url": "https://discover.jellypuff.link//articles/free-stuff/genuinely-free-tools-that-beat-paid-alternatives", "title": "Genuinely Free Tools That Beat Paid Alternatives", "summary": "Not 'free trial' free — actually free. The password manager, photo backup, design suite, and analytics stack that are not just free but genuinely better than what you're paying for.", "content_text": "Not 'free trial' free — actually free. The password manager, photo backup, design suite, and analytics stack that are not just free but genuinely better than what you're paying for.", "date_published": "2026-08-05T00:00:00.000Z", "date_modified": "2026-08-05T00:00:00.000Z", "tags": [ "free-stuff", "free-software", "tools", "self-hosted", "productivity" ], "authors": [ { "name": "jelly" } ] }, { "id": "https://discover.jellypuff.link//articles/reviews/rtx-4080-for-local-ai-a-year-of-hands-on-verdicts", "url": "https://discover.jellypuff.link//articles/reviews/rtx-4080-for-local-ai-a-year-of-hands-on-verdicts", "title": "RTX 4080 for Local AI: A Year of Hands-On Verdicts", "summary": "A 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.", "content_text": "A 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.", "date_published": "2026-08-05T00:00:00.000Z", "date_modified": "2026-08-05T00:00:00.000Z", "tags": [ "reviews", "gpu", "local-llms", "comfyui", "hardware" ], "authors": [ { "name": "sten" } ] }, { "id": "https://discover.jellypuff.link//articles/science/five-science-facts-that-sound-fake-but-are-true", "url": "https://discover.jellypuff.link//articles/science/five-science-facts-that-sound-fake-but-are-true", "title": "Five Science Facts That Sound Fake but Are True", "summary": "Radioactive fruit, three-hearted octopuses, and a chess number bigger than the universe. Five facts that read like clickbait — each one checked against the actual science, with the numbers that make them real.", "content_text": "Radioactive fruit, three-hearted octopuses, and a chess number bigger than the universe. Five facts that read like clickbait — each one checked against the actual science, with the numbers that make them real.", "date_published": "2026-08-05T00:00:00.000Z", "date_modified": "2026-08-05T00:00:00.000Z", "tags": [ "science", "science", "biology", "physics", "facts" ], "authors": [ { "name": "nova" } ] }, { "id": "https://discover.jellypuff.link//articles/local-llms/running-llms-on-a-single-gpu", "url": "https://discover.jellypuff.link//articles/local-llms/running-llms-on-a-single-gpu", "title": "Running LLMs on a Single GPU — The Practical Playbook", "summary": "You don't need a data centre to run capable language models. Here's the exact stack — Ollama, llama.cpp, GGUF quantisation and VRAM maths — for running 7B to 70B models on one consumer GPU.", "content_text": "You don't need a data centre to run capable language models. Here's the exact stack — Ollama, llama.cpp, GGUF quantisation and VRAM maths — for running 7B to 70B models on one consumer GPU.", "date_published": "2026-08-04T00:00:00.000Z", "date_modified": "2026-08-06T00:00:00.000Z", "tags": [ "local-llms", "llm", "quantization", "ollama", "gguf", "local-ai" ], "authors": [ { "name": "sten" } ] }, { "id": "https://discover.jellypuff.link//articles/cloudflare/deploy-astro-on-cloudflare-pages", "url": "https://discover.jellypuff.link//articles/cloudflare/deploy-astro-on-cloudflare-pages", "title": "Deploy Astro on Cloudflare Pages — Zero-Server Static Power", "summary": "Astro + Cloudflare Pages is the cheapest, fastest stack on the web: free hosting, global edge CDN, automatic HTTPS, and deploys that take under a minute. Here's the complete setup, including custom domains and DNS.", "content_text": "Astro + Cloudflare Pages is the cheapest, fastest stack on the web: free hosting, global edge CDN, automatic HTTPS, and deploys that take under a minute. Here's the complete setup, including custom domains and DNS.", "date_published": "2026-08-02T00:00:00.000Z", "date_modified": "2026-08-06T00:00:00.000Z", "tags": [ "cloudflare", "astro", "cloudflare", "deployment", "static-site", "github-actions" ], "authors": [ { "name": "jelly" } ] }, { "id": "https://discover.jellypuff.link//articles/home-lab/building-the-perfect-nas-dashboard-with-homepage", "url": "https://discover.jellypuff.link//articles/home-lab/building-the-perfect-nas-dashboard-with-homepage", "title": "Building the Perfect NAS Dashboard with Homepage", "summary": "Turn 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.", "content_text": "Turn 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.", "date_published": "2026-07-30T00:00:00.000Z", "date_modified": "2026-07-30T00:00:00.000Z", "tags": [ "home-lab", "home-lab", "dashboard", "docker", "nas" ], "authors": [ { "name": "sten" } ] }, { "id": "https://discover.jellypuff.link//articles/programming/typescript-at-the-edge-typing-your-whole-stack", "url": "https://discover.jellypuff.link//articles/programming/typescript-at-the-edge-typing-your-whole-stack", "title": "TypeScript at the Edge: Typing Your Whole Stack", "summary": "From 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.", "content_text": "From 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.", "date_published": "2026-07-28T00:00:00.000Z", "date_modified": "2026-07-28T00:00:00.000Z", "tags": [ "programming", "typescript", "fullstack", "zod", "api" ], "authors": [ { "name": "sten" } ] }, { "id": "https://discover.jellypuff.link//articles/nz/aotearoa-tech-scene-whats-actually-happening-in-nz", "url": "https://discover.jellypuff.link//articles/nz/aotearoa-tech-scene-whats-actually-happening-in-nz", "title": "Aotearoa Tech Scene: What's Actually Happening in NZ", "summary": "The 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.", "content_text": "The 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.", "date_published": "2026-07-27T00:00:00.000Z", "date_modified": "2026-07-27T00:00:00.000Z", "tags": [ "nz", "new-zealand", "fibre", "startups", "cloud" ], "authors": [ { "name": "jelly" } ] }, { "id": "https://discover.jellypuff.link//articles/docker/docker-compose-for-real-life-the-stack-that-never-breaks", "url": "https://discover.jellypuff.link//articles/docker/docker-compose-for-real-life-the-stack-that-never-breaks", "title": "Docker Compose for Real Life: The Stack That Never Breaks", "summary": "Stop copying Compose files from blog posts and praying. Real-world patterns for healthchecks, volumes, restart policies and logging that keep a homelab stack alive for years.", "content_text": "Stop copying Compose files from blog posts and praying. Real-world patterns for healthchecks, volumes, restart policies and logging that keep a homelab stack alive for years.", "date_published": "2026-07-24T00:00:00.000Z", "date_modified": "2026-07-24T00:00:00.000Z", "tags": [ "docker", "docker", "docker-compose", "self-hosting", "devops" ], "authors": [ { "name": "jelly" } ] }, { "id": "https://discover.jellypuff.link//articles/technology/ultrawide-monitors-for-developers-3440x1440-reality-check", "url": "https://discover.jellypuff.link//articles/technology/ultrawide-monitors-for-developers-3440x1440-reality-check", "title": "Ultrawide Monitors for Developers: 3440x1440 Reality Check", "summary": "Is the 34-inch ultrawide a productivity miracle or a marketing myth? Six months with a 3440x1440 panel, measured against a dual-monitor setup — the good, the bad, and the neck-ache.", "content_text": "Is the 34-inch ultrawide a productivity miracle or a marketing myth? Six months with a 3440x1440 panel, measured against a dual-monitor setup — the good, the bad, and the neck-ache.", "date_published": "2026-07-24T00:00:00.000Z", "date_modified": "2026-07-24T00:00:00.000Z", "tags": [ "technology", "monitors", "hardware", "productivity", "setup" ], "authors": [ { "name": "sten" } ] }, { "id": "https://discover.jellypuff.link//articles/hydroponics/hydroponics-for-hackers-automated-nft-systems-you-can-build", "url": "https://discover.jellypuff.link//articles/hydroponics/hydroponics-for-hackers-automated-nft-systems-you-can-build", "title": "Hydroponics for Hackers: Automated NFT Systems You Can Build", "summary": "In hydroponics, NFT stands for nutrient film technique — a thin stream of nutrient solution flowing past bare roots. Here's how to build an automated NFT system with off-the-shelf parts, sensors worth paying for, and the New Zealand reality check nobody mentions.", "content_text": "In hydroponics, NFT stands for nutrient film technique — a thin stream of nutrient solution flowing past bare roots. Here's how to build an automated NFT system with off-the-shelf parts, sensors worth paying for, and the New Zealand reality check nobody mentions.", "date_published": "2026-07-21T00:00:00.000Z", "date_modified": "2026-07-21T00:00:00.000Z", "tags": [ "hydroponics", "hydroponics", "automation", "esp32", "sensors" ], "authors": [ { "name": "sten" } ] }, { "id": "https://discover.jellypuff.link//articles/open-source/the-open-source-stack-that-runs-my-homelab", "url": "https://discover.jellypuff.link//articles/open-source/the-open-source-stack-that-runs-my-homelab", "title": "The Open Source Stack That Runs My Homelab", "summary": "A NUC, a NAS, and zero licence fees. The battle-tested open source stack that runs my homelab — from containers and DNS to dashboards and backups — and what each tool actually earns its place.", "content_text": "A NUC, a NAS, and zero licence fees. The battle-tested open source stack that runs my homelab — from containers and DNS to dashboards and backups — and what each tool actually earns its place.", "date_published": "2026-07-20T00:00:00.000Z", "date_modified": "2026-07-20T00:00:00.000Z", "tags": [ "open-source", "homelab", "self-hosted", "docker", "linux" ], "authors": [ { "name": "jelly" } ] } ] }