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

Three differently sized water reservoirs piping into a single server rack, illustrating SQLite, MariaDB, and PostgreSQL scaling ceilings.

Self-hosted databases in 2026: Postgres vs SQLite vs MariaDB

Self-hosted databases in 2026 by migration ceiling: SQLite to ~10 GB single writer, Postgres 18 as the safe default, MariaDB 12.3 for MySQL shops.

Five ESP32 chip modules on a grid, each emitting a colored radio halo, with a battery and a gauge needle pointing from milliamps down to microamps.

ESP32 boards for ESPHome: radio-first picks, deep-sleep tested

ESP32 boards for ESPHome compared by deep-sleep current and radio fit: pick C6 for Thread/Matter, H2 for Zigbee, S3 for BLE proxies in 2026.

Cutaway house drawn as a Zigbee mesh with sensor nodes wired to a coordinator stick and a few older nodes dropping off

Sub-$20 Zigbee sensors that stay on the Home Assistant mesh

Best Zigbee sensors under $20 for Home Assistant: real 2-year battery life, Zigbee2MQTT and ZHA pairing, and which secretly need the vendor hub.

Four radio-tower figures on a podium inside a cutaway house, with a cracked cloud icon severed above the local mesh

Zigbee vs Z-Wave vs Matter vs Thread: what Reddit says in 2026

Zigbee, Z-Wave, Matter, and Thread compared in 2026 through aggregated Reddit sentiment: real upvotes, hands-on verdicts, and who each one wins.

Four distinct robots in a sealed glass workshop, each cabled to one central llama-stamped engine, with an eight-link reliability gauge fading at the end.

Self-hosted AI agent frameworks in 2026: local-first compared

Self-hosted AI agent frameworks compared on local-first fitness: which of LangGraph, CrewAI, AutoGen, and Flowise run on Ollama with no OpenAI key.

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.