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AI agents fail in production because of mutable state, hidden dependencies, and side effects the agent can't see. The fi…
April 2026 TLDR setup for Ollama + Gemma 4 12B on a Mac mini (Apple Silicon) — auto-start, preload, and keep-alive - how…
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Updates about my life and what I learn about creating software
In our previous blog post, we introduced mngr and how you can use it to usefully launch hundreds of parallel agents. Her…