Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

An hourglass with sand nearly run out on a drafting table beside a towering twenty-step staircase dwarfing a lone climber

AI Engineering from Scratch is 1,095 hours, not 320

The AI Engineering from Scratch curriculum advertises about 320 hours. Its own roadmap phases add up to 1,094.5, with capstones alone claiming 620.

Four colored running lanes blocked by brick walls at different distances, with one lane open to a finish ribbon

Best AI text tools 2026

Best AI text tools 2026 for drafting, summarizing, grammar, and translation. Which free tiers finish a real job and which stop you at the paywall.

Neon gives every pull request its own Postgres copy

Neon gives every pull request its own Postgres copy

Neon branches isolate a full Postgres instance per PR in one second via copy-on-write. Disposable like Git. No shared staging, no data collisions.

Build a serverless API on SQLite with Cloudflare D1

Build a serverless API on SQLite with Cloudflare D1

Cloudflare D1 makes SQLite serverless at the edge. Covers Wrangler setup, building a CRUD REST API in a Worker, and the real 2026 free-tier limits.

Caveman lifting a huge plain boulder overhead while a brass balance scale beside him weighs it as a tiny pebble

Caveman AI skill claimed 65% savings, JetBrains got 8.5%

Caveman AI skill token savings measured 8.5%, not the advertised 65%. JetBrains benchmarked 86 paired tasks, and the v2 rebuild compresses input.

Cutaway of an island harbor where a robotic crane stacks cargo containers while a cable runs from the control tower into a glowing socket in the bedrock

Openship deploys your apps and holds your Docker socket

Openship self-hosted deployment platform gives you push-to-deploy, TLS, and backups on your own box. The API container mounts the host Docker socket.