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Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses

Home Assistant 2026.1 adds Matter devices with no phone

Home Assistant 2026.1 adds Matter devices with no phone

Home Assistant 2026.1 lifts Matter and Thread into Settings and adds devices from the web UI, with a new matter.js server for Matter 1.4 coverage.

Robot engineer reaching for a keyboard beside three gates marked with speech bubbles, a blueprint, and a red cross, while small drones queue on a conveyor belt

Superpowers stops your AI from coding until you talk

The Superpowers skills framework for coding agents blocks the first line of code until you agree a spec and a plan. See what that discipline costs.

A stamping press producing identical purple gradient web pages while a rule-inscribed gate transforms a few into distinct newsprint, terracotta, midnight, and green designs

Hallmark spends 67 KB of rules to avoid AI design slop

The Hallmark design skill for Claude Code fights AI-looking layouts with a 67 KB rule file, 20 themes, and 58 gates. Here is what that buys and costs.

Postgres 18 can replace Redis, Kafka, and Elasticsearch

Postgres 18 can replace Redis, Kafka, and Elasticsearch

Postgres 18 plus a few extensions can replace Redis, Kafka, MongoDB, Elasticsearch, and Pinecone. A tour of the features, benchmarks, and limits.

Two-part inspection machine over a conveyor of code plates, flagging one beetle-shaped defect while four others crawl away unnoticed

Alibaba's code reviewer finds fewer bugs on purpose

Alibaba Open Code Review trades recall for precision, using roughly a ninth of the tokens a general agent burns. See what that trade really costs you.

Debug 90% of Linux network faults with three commands

Debug 90% of Linux network faults with three commands

Debug Linux network issues with ss, nftables, and tcpdump. Inspect sockets, trace firewall rules, and capture packets to diagnose connectivity.

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Brass automaton building a finished machine alone on one side, and burying a seated person under a flood of printed pages on the other

Reddit says Opus 5 is a genius that will not shut up

Claude Opus 5 Reddit threads agree on one split. Left alone for hours the model is brilliant, and in a chat it buries you. Anthropic calls it normal.

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.

Alacritty vs. Kitty: best high-performance Linux terminal

Alacritty vs. Kitty: best high-performance Linux terminal

Alacritty vs Kitty in 2026: emoji and Unicode rendering, benchmarks, latency, memory, maintainer reputation, and the right terminal for you.

Hyprland vs Sway vs COSMIC: best Wayland compositor for developers in 2026

Hyprland vs Sway vs COSMIC: best Wayland compositor for developers in 2026

Compare Sway, Hyprland, and COSMIC Wayland compositors. Covers tiling models, display handling, plugin ecosystems, and stability for your workflow.

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 GPU using aggressive quantization, GPU-CPU layer offloading, and tensor parallelism.

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.

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