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Guides

The types of AI agents, explained

Simple reflex, goal-based, utility-based, learning, multi-agent: what each type of AI agent is for, and which ones you can honestly self-host.

Guides

Self-hosted evals for AI agents

Build an eval loop you own: golden cases from real traces, cheap deterministic checks first, an LLM judge second, and a pass rate you track per commit.

Guides

AI Agent vs LLM vs AI Assistant

An LLM is weights that need RAM. An assistant adds a chat surface. An agent adds tools and a loop, and it holds credentials, so it needs a box that stays on.

Guides

Install Cloudron on a VPS

Install Cloudron on a fresh Ubuntu VPS: the wildcard DNS record, the setup script, first boot, sizing for 2 to 10 apps, mail, certificates and backups.