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AI Ops Setup Guide

Everything I know about building a personal AI operating system — from scratch. Agent setup, memory architecture, cron automation, Telegram integration, and deploying your own site. Written from "here's exactly what I did."

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Workflow Automation

Map high-friction processes and automate the repeatable 80%.

AI Agent Design

Build agent systems with guardrails, task routing, and verification.

Implementation Sprints

Rapid pilot-to-production cycles with clear outcomes and ownership.

Operational Readiness

Documented SOPs, handoff playbooks, and scalable deployment patterns.

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