AI & Automation

In this section I explain my own hands-on experience with AI agents, local models, automation stacks, server deployment, paid APIs, and the practical decisions behind choosing the right setup for real work.

Running agents locally, on Linux servers, or with paid APIs

28 Apr 2026

AI Agents

Running Agents Locally, on Linux Servers, or with Paid APIs

Kamran Azadi Automation Strategy

A practical comparison of agent frameworks such as OpenClaw, local models, Linux server deployments, and paid API workflows, including where each approach wins and where it becomes expensive, fragile, or slow.

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