Latest Blog
10 Best Self-Hosted GitHub Copilot Alternatives in 2026
Compare self-hosted Copilot alternatives for private autocomplete, local models, coding agents, IDE workflows, and on-prem development.
How to Run Qwen3.8-27B Locally: RAM, VRAM, Quantization, and Ollama Guide
Run Qwen3.8-27B locally with the right GGUF quant, RAM, VRAM, context size, and Ollama or llama.cpp setup for your hardware.
Qwen3.8-Flash-Next Locally: What 6B Active Parameters Really Mean for RAM, VRAM, and NVMe
A practical guide to Qwen3.8-Flash-Next memory needs, covering 6B active parameters, GGUF size, RAM, VRAM, NVMe, and long context.
Top 10 Best CLI AI Tools and Coding Agents in 2026
Compare 10 AI CLI tools for coding, BYOK, local models, GitHub workflows, CI/CD, MCP, and terminal automation, with practical 2026 picks.
Top 10 Open-Source Local AI Agent Projects to Watch in 2026
A 2026 watchlist of 10 open-source local AI agent projects for coding, automation, browser control, memory, personal knowledge, and multi-agent workflows.
Runtime State vs Persistent State in Home Assistant: What Must Survive Restart?
Home Assistant does not persist every live value; config, registries, selected restored states, history, and deployment data play different restart roles.
How Does Home Assistant Authenticate Local and Remote Sessions?
Local and remote Home Assistant sessions use the same server-side identity model; remote access changes the route and TLS boundary, not the core token flow.
Why Can Home Assistant History Queries Slow as Recorder Data Grows?
Recorder growth can raise History query cost when the requested range touches more rows, cache misses increase, or storage and index work become slower.
