Cut AI coding subscription costs 60-80% with hybrid local-GPU and cloud inference. Local models handle autocomplete and sensitive code efficiently.
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
Claude Code hooks that stop the AI from breaking your codebase
Claude Code hooks fire at lifecycle events like PreToolUse and PostToolUse, giving developers deterministic control over AI agent behavior.
The shocking mini PC verdict: Ryzen AI Max 395 dethrones your homelab rack
Ryzen AI Max+ 395 with a 256-bit LPDDR5X bus powers compact homelabs: 16 cores, 40 CU Radeon GPU, up to 128GB unified memory. Runs 70B models.
Svelte 5 runes quietly rewrote how reactivity works
Master Svelte 5 runes: $state, $derived, $effect, $props, $bindable. Covers Svelte 4 comparisons, migration strategies, and SvelteKit 2 integration.
Turso puts SQLite reads under a millisecond, anywhere in the world
Turso pushes SQLite to the edge via embedded replicas that sync from a primary database. Sub-millisecond reads with managed global write routing.
Containerize your entire dev environment in one Distrobox command
Run any Linux distro as a POSIX shell wrapper with full device access, home directory, GPU passthrough, and SSH keys. No VM, completely instant setup.






