AI

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

Claude Code choking on your monorepo? CLAUDE.md hierarchies fix it

Run Claude Code in large monorepos without burning 500K+ tokens: layered CLAUDE.md hierarchies, clear token budgets, and subagents for research.

A giant rocket with a glowing neural-network brain nose cone launches toward a high line of small waiting flags while an open hatch spills points of light to a tiny crowd below

Kimi K3: Reddit loves the 2.8T model nobody can run

Kimi K3 wins Reddit as the biggest open-weight model yet, but almost nobody can run 2.8T locally, and its real edge is price and no guardrails.

Two robot figures face off, one hammering code beside copper coins, the other painting a UI beside silver coins, with a mocked backwards bar chart between them

GPT-5.6-Sol: Reddit says cheaper coder, worse designer

GPT-5.6-Sol wins Reddit on price and coding endurance but loses design to Claude Fable 5, and the benchmark that crowned it gets mocked as unreadable.

Local AI coding costs will make you rethink your cloud subscription

Cut AI coding subscription costs 60-80% with hybrid local-GPU and cloud inference. Local models handle autocomplete and sensitive code efficiently.

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.

A fishhook baited with a discount price tag reels glowing user prompts into a server draining them into a canister.

Cheap AI tokens are a scam where your prompts are the product

Ultra-cheap Claude and GPT API resellers harvest your prompts, swap in weaker models, and run on stolen cards. Here is how the discount funds itself.