Building in Public: Why I Started Resiliently
The story behind this site — why I'm sharing my work at the intersection of cyber risk engineering and AI automation.
I’ve been working in cyber risk for over a decade. PwC, Xella, AXA, Zurich — each role taught me something different about how organizations handle cybersecurity risk. But I rarely shared those lessons publicly.
Why Now
Two things changed. First, the insurance industry is going through a transformation driven by AI and automation. Second, I started building tools that bridge my day job (risk engineering) with my side interest (AI-Ops). Documenting that journey felt like the natural next step.
What You’ll Find Here
This site covers three areas:
- Cyber risk and insurance — practical insights from real-world risk assessments and underwriting
- AI automation — experiments with multi-agent systems, content automation, and AI-powered tooling
- Regulatory compliance — NIS2, DORA, and how they affect both security posture and insurance
The Format
I’m building this site with the same tools I write about — a multi-agent content pipeline powered by Google ADK. The agents help with research, drafting, and repurposing. I handle the editorial judgment and domain expertise.
It’s an experiment in practicing what I preach. Let’s see where it goes.
Michael Guiao Michael Guiao founded Resiliently AI and writes Resiliently. He has CISM, CCSP, CISA, and DPO certifications — but let them lapse, because in the age of AI, knowledge is cheap. What matters is judgment, and that comes from eight years of hands-on work at Zurich, Sompo, AXA, and PwC.
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