OpenClaw, Four Days In: Taming the API Bill
Twelve hours in I'd burned $12. Four days later, $60. Here's how I got that under control — and what I learned running a local 7B model as a fallback.
Practical observations and personal perspectives on building security and governance programs that actually work in the real world.
After years of working in security leadership roles — building governance, risk, and compliance programs — I continue to explore how companies of all sizes can approach security in ways that balance both technical rigor and business realities.
This site serves as a personal space where I share some of my thinking, experiences, and frameworks that I’ve found useful.
Security isn’t about adding endless controls — it’s about making smart, risk-aligned decisions that fit your business model.
I focus on:
I’m always open to connect with others thinking about these topics.
© Whiteside Advisory — Personal perspectives on practical security leadership.
Twelve hours in I'd burned $12. Four days later, $60. Here's how I got that under control — and what I learned running a local 7B model as a fallback.
I spun up a self-hosted AI assistant on an old desktop running Ubuntu Server. Here's what broke, what worked, and what I'd do differently.