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7 posts
Claude Cowork vs OpenClaw is a permission model fight
claude cowork vs openclaw is a permission default. Cowork stays in a folder and still asks to delete. OpenClaw ships host exec with ask off. Pick the disk.
OpenClaw vs Claude is not a coding agent bakeoff
OpenClaw vs Claude is a category error. One is a session with a permission dialog. The other is a host Gateway with ask off. Read the docs before you pick.
Qwen 3.8 overthinks on the default reasoning setting
Qwen 3.8 overthinks on the default xhigh setting. A pelican SVG ate 22,276 thinking tokens and 21 minutes. Start on low or off, then raise it for hard jobs.
The Self-Hosted Developer Stack: Cancel Everything, Own Everything
Self-hosted developer tools in 2026 replace $200+/month in SaaS with a single $20/month VPS. After migrating 8 services off managed platforms, here is every tool, the migration difficulty, and what to skip.
Gemma 4 Is Google's Best Open Model Yet (Here's How to Use It)
Gemma 4 ships Apache 2.0, 256K context, and four model sizes. Benchmarks beat Llama 4 across the board. Quick use cases with Ollama and Transformers code.
Self-Hosting AI for Code: The $0/Month Developer Stack
Build a complete self-hosted AI coding stack with Ollama, Continue.dev, and Open WebUI for $0/month. Includes hardware requirements, cost math, and the setup commands.
How to Run Claude Code With Local Models
Run claude code local models with Ollama, LM Studio, or vLLM. Set three environment variables, point at your local server, and code with zero API costs.