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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 four-tier risk pyramid under a ring of EU gold stars, with a deadline milestone sliding forward along a calendar timeline and a small robot at the minimal-risk base

EU AI Act rules and deadlines for developers in 2026

EU AI Act compliance deadlines moved in July 2026. High-risk rules now start December 2027, but bans, GPAI duties and AI labeling already apply.

Robotic arm assembling a document page while a brass-mounted lens reflects the finished layout back to its optical sensor

OfficeCLI turns 50 lines of Python into a single command

OfficeCLI lets AI agents edit Word, Excel, and PowerPoint files from one binary, and renders them to HTML or PNG so the agent can check its own work.

A giant open book built as a walled amphitheatre of lit chapter alcoves, wrapped in a heavy chain and padlock, with a lone figure standing outside the gate

Dive into LLMs has 11 free chapters and no open license

The Dive into LLMs course ships 11 hands-on chapters with slides and notebooks, all in Chinese, with no license file and no update since October 2025.

A giant blue whale gliding low past two brass balance scales weighed down by a golden crown, symbolizing a cheap model outpacing costly rivals

DeepSeek V4-Pro runs 39x cheaper than Claude Opus 5

DeepSeek V4-Pro pricing runs about 39x cheaper per task than Claude Opus 5 for a 10-point intelligence gap, and it ships open weights under MIT.

Speech bubbles funnel into a teal machine that outputs a steel flange with six bolt holes on a conveyor

Ask for a flange and CAD Skills hands you a STEP file

Text to CAD agent skills turn a plain sentence into a STEP file, with 11 skills covering CAD, DXF, URDF, slicing, and local Bambu Lab print jobs.

An origami crane balances level on a brass scale against two tall crystal monoliths, with an open padlock and keys nearby.

Qwen3.8-Max matches Claude Opus 4.8 and might go open

Qwen3.8-Max pricing lands at $2/$6 per million tokens, matches Claude Opus 4.8 on intelligence, and promises open weights for a Max-class model.

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Popular

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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