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Hands-on experience with AI, self-hosting, Linux, and the developer tools I actually use

Hands-on experience with AI, self-hosting, Linux, and the developer tools I actually use

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Bun vs Deno vs Node.js: which JavaScript runtime actually wins in 2026?

Which JavaScript runtime wins in 2026:

  • Node.js is still the safe default for production work that needs maximum ecosystem compatibility.
  • Bun has the fastest startup, installs, and test runner, and is the best fit for new projects that prioritize developer experience.
  • Deno is the most secure by default and the best TypeScript-first experience. Since the 2.9 release, it’s also the fastest at raw HTTP throughput on my test bench.

All three are production-ready in 2026, so the decision should come down to your constraints rather than benchmark headlines.

Local AI coding costs will make you rethink your cloud subscription

Local AI coding costs will make you rethink your cloud subscription

If you spend $70 or more per month across Cursor Pro, Claude Pro, ChatGPT Plus, and GitHub Copilot, a local AI coding GPU pays for itself in a few months. But only with the right setup. The answer is not “go fully local” or “stay on cloud.” It is a hybrid split: send high-volume autocomplete and private code to a local model on Ollama , keep cloud for hard multi-file reasoning, and cut 60-80% of your cloud bill with no loss of quality where it counts.

Claude Code hooks that stop the AI from breaking your codebase

Claude Code hooks that stop the AI from breaking your codebase

Claude Code hooks are scripts that fire at lifecycle points like SessionStart, PreToolUse, PostToolUse, and Stop, giving developers firm control over AI agent behavior. The headline capability is PreToolUse with exit code 2, which hard-blocks risky commands such as rm -rf /, git push --force main, or DROP TABLE before they run. Pair that with PostToolUse auto-format, Stop quality checks, and Notification alerts. Together they give you a full CI/CD-like pipeline around your AI coding tool that runs every single time.

The shocking mini PC verdict: Ryzen AI Max 395 dethrones your homelab rack

The shocking mini PC verdict: Ryzen AI Max 395 dethrones your homelab rack

AMD’s Strix Halo - officially the Ryzen AI Max 300 series - is the first x86 APU that can genuinely replace a discrete GPU for local AI workloads. The flagship Ryzen AI Max+ 395 pairs 16 Zen 5 cores with a 40 CU Radeon 8060S iGPU, a 50 TOPS XDNA 2 NPU, and up to 128GB of LPDDR5X-8000 unified memory on a 256-bit bus. For homelabbers who want one node to run Proxmox, a Llama 3.3 70B inference endpoint, and a handful of VMs without a discrete GPU, Strix Halo delivers what no other single-socket mini PC can. The catch is price - $1,600 to $2,800 depending on configuration - and the fact that RAM is soldered at the factory.

Svelte 5 runes quietly rewrote how reactivity works

Svelte 5 runes quietly rewrote how reactivity works

Svelte 5 replaces the old let plus $: reactivity model with runes, a small set of compiler-recognized functions that look like normal JavaScript but get rewritten into fine-grained reactive code. Instead of declaring let count = 0 and hoping the compiler infers a reactive binding, you write let count = $state(0). Instead of $: doubled = count * 2, you write let doubled = $derived(count * 2). Instead of $: console.log(count), you reach for $effect(() => console.log(count)). Props become let { name } = $props().

Turso puts SQLite reads under a millisecond, anywhere in the world

Turso puts SQLite reads under a millisecond, anywhere in the world

Turso is a distributed SQLite service built on libSQL , an MIT-licensed fork of SQLite. It adds embedded replicas: local SQLite files that sync from a primary database in the cloud. Reads happen at local-disk speed, under 200 nanoseconds in benchmarks. Writes go to one primary region. You get sub-millisecond reads and read-your-writes consistency for less than a managed Postgres bill. You install the client SDK, point it at a Turso URL and a local file path, and your app reads from a replica that stays in sync on its own.

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AI Coding Benchmarks in 2026: Why the Leaderboard You Pick Decides the Winner

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AI coding benchmarks produce wildly different rankings. Which models win depends on which benchmark you choose and which agent framework wraps them.

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