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

A wall of 91 glowing archive drawers with a small index card wired to only a dozen of them

Anthropic's cookbook hides 91 notebooks behind a list

The Claude Cookbooks repo holds 91 notebooks, including agent SDK, managed agents, and skills recipes the README table of contents never lists.

Coin-operated film camera machine dispensing a short strip of celluloid stamped with a watermark beside a seconds ruler

Best AI video tools 2026

Best AI video tools 2026 for clips, avatars, and effects. Free tiers hand out credits, not minutes, and this is what a credit actually buys you.

A small ruby key linked by light beams to seventy glowing database cylinders beside a huge chained crate

dbx handles 70 databases in a 20 MB app with no Java

dbx is a lightweight database client covering 70+ databases from a 20 MB download, with no Java runtime and an MCP server your coding agent can query.

A brass key on a slate pedestal splitting into a dozen duplicate keys with cables reaching many hands, under a hazard warning triangle

Sub2API shares your Claude plan and warns you not to

Sub2API is an AI subscription API gateway that turns Claude, OpenAI, and Gemini plans into shared keys. Its own README opens with a terms warning.

Manuscript page on a drafting table with red lines tagged and filed into a card rack while an eraser wheel sweeps them away

Humanizer borrows Wikipedia's list of AI writing tells

Humanizer can remove AI writing patterns from a draft. It is an agent skill built on Wikipedia's list of 33 tells, plus a rule against invented facts.

Mechanical scribes crowd an open library card catalog, passing paper slips while a lone janitor sweeps the overflowing pile

OpenAI's agents turned a dead wiki into a message board

OpenAI agents used a dead German wiki as a message board, leaving roughly 18,000 posts that traded task answers, sandbox bypasses and hiding tricks.

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Mechanical scribes crowd an open library card catalog, passing paper slips while a lone janitor sweeps the overflowing pile

OpenAI's agents turned a dead wiki into a message board

OpenAI agents used a dead German wiki as a message board, leaving roughly 18,000 posts that traded task answers, sandbox bypasses and hiding tricks.

Orange sunburst logo on the left beside a cut-open silo packed with grey text layers, a crimson arm stamping a fresh card on the newest layer

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.

What X and Reddit users are saying about Claude Opus 4.7

What X and Reddit users are saying about Claude Opus 4.7

How power users on X and Reddit reacted to Claude Opus 4.7: praise for agentic coding, token burn concerns, and teams' practical prompting habits.

A glowing desktop graphics card streams data into a landscape painting on an easel beside VRAM and wattage gauges

Run FLUX 2 locally in 2026: VRAM by GPU + ComfyUI setup

Run FLUX 2 locally in ComfyUI. VRAM by GPU from 8GB to 24GB, GGUF builds, the variant that fits your card, cost versus cloud, and the files to grab.

Running Gemma 4 26B MoE on 8GB VRAM: three strategies that work

Running Gemma 4 26B MoE on 8GB VRAM: three strategies that work

Run Google Gemma 4 26B MoE on a budget 8GB VRAM GPU using aggressive quantization, GPU-CPU layer offloading, and tensor parallelism. Full setup guide.

Three roped climbers ascend a cliff whose contour lines form a topographic curve over stacked memory chips at the base.

Local image models in 2026: Qwen vs FLUX vs SDXL on VRAM

Compare the best local image generation models on text-in-image accuracy, prompt adherence, VRAM, speed, and license to find your sweet spot.

AI coding benchmarks in 2026: why the leaderboard you pick decides the winner

AI coding benchmarks in 2026: why the leaderboard you pick decides the winner

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

RTX 5080 vs. RTX 5090: the best GPU for local AI workloads in 2026

RTX 5080 vs. RTX 5090: the best GPU for local AI workloads in 2026

Compare the RTX 5080 and 5090 for local AI in 2026: LLM inference benchmarks, image generation speed, power draw, and a clear value verdict.

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