I Do Run AI Agents Overnight. Here's What Actually Matters.
Boundaries, supervision, evidence, and why unattended execution is not the same thing as unbounded autonomy.
Petie Clark — Applied AI Systems
Applied AI systems that survive contact with the business.
Field notes on agent orchestration, evaluation, authority boundaries, enterprise integration, deployment, and production operations.
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How I think about governed systems
Why I Prefer One Clear Source of Truth
Why tools can multiply while authority, state, and accountability still need one dependable home.
Why I Write Down the Rollback Before the Change
A deployment is not ready merely because the forward path looks convincing.
The Case for a Smaller Blast Radius
Production systems become trustworthy through bounded change, not theatrical confidence.
My Homelab Grew Up: From Hobby to Production Infrastructure
Three years ago my homelab was a Raspberry Pi running Pi-hole and a Plex server. Today it's a multi-node cluster handling production workloads for paying clients.
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Why I Run AI Models on My Own Hardware
I've been running large language models locally for a few months now, and honestly? I'm not going back to API-only workflows. The Cost Math Cloud
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Baseline Setup, Part 2 – Laying the Foundation with MicroK8s
Laying the foundation for my homelab rebuild with MicroK8s. This post covers why I chose it, how I configured it, and how my Ansible admin node (Overseer) keeps everything repeatable.
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How I Designed My UniFi Network for Performance, Privacy, and Peace of Mind
A behind-the-scenes look at how I designed and segmented my UniFi network—covering VLANs, Wi-Fi strategy, firewall rules, and how each subnet fits into my homelab and home life.
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