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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
