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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.

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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.

An open book with one glowing chapter sliced out and carried on a rail toward a small robotic reading head

book-to-skill feeds your agent one chapter, not the book

Turn a book into an agent skill with book-to-skill: it compiles a PDF into chapter files your agent loads on demand, using a fraction of the tokens.

Conveyor belt of generated picture panels moving toward a gate that stamps watermarks on some and rejects them

Best AI image tools 2026

Best AI image tools 2026 ranked on text rendering, vector output, and commercial rights. Which free tiers export a clean file, and which watermark it.

Robotic arm trimming a strip of film on an oversized video editing timeline while a human hand rests on a jog wheel

Palmier Pro lets your AI agent cut video on your Mac

Palmier Pro is an open source video editor for Mac that opens an MCP server, so Claude Code or Cursor can cut and arrange your timeline for you.

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Popular

Sealed unlabelled black decision machine turning a ribbon of text into a probability dial, a switch and a bar gauge, with hand-built clone machines behind it

The Jev model writes no text and TypeSafe won't say how

The Jev model returns typed decisions instead of text for $0.042 per million tokens. No model card, no weights, and 3,000 new GitHub repos in five days.

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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