AI

Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.

Open book with story structures rising from its pages: five identical straight blue chains on the left, one sprawling branched amber and red web on the right

StoryScope detects AI fiction that reads perfectly human

AI fiction detection no longer needs style cues. StoryScope reads plot, time and theme to flag AI stories at 93.2% accuracy across 61,608 texts.

Mail sorting hall with a huge overflowing hopper of unopened envelopes on one side and a tiny tray of a few opened letters on the other

Awesome Claude Skills has 1,001 unmerged pull requests

The Awesome Claude Skills list promises 1000+ skills and links 164. Its queue holds 1,001 open pull requests against 38 merges, and 78 links are dead.

A towering wall of stacked paper source code beside a small glowing node-and-edge graph tracing one function's connections

code-review-graph trims 82x tokens on a typical repo

code-review-graph MCP token reduction is about 82x on a median repo. The 528x figure is one repository's best case, and the project says so.

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.

Make Opus 5 less verbose with an output style and a hook

Make Opus 5 less verbose with a custom output style, a UserPromptSubmit hook, and fewer CLAUDE.md rules. The env var everyone shares backfires.