• 5 min read
AI-Assisted Runbooks for Ops Teams
How to use AI as a guardrailed assistant in incident workflows without introducing operational risk.
Jason Feil
Build Smart. Scale Clean.
I share practical insights on AWS architecture, Linux systems, AI experiments, and FinOps strategies - all focused on building smarter systems that scale without the chaos.
Weekly. Practical. No noise.
What you will find here
- • Real-world AWS builds that don't fall apart at scale.
- • FinOps wins that turn "we should" into measurable savings.
- • AI experiments, automation tricks, and the lessons learned the hard way. 🚀
Weekly. Practical. No noise.
Builds you can copy. Lessons you can trust.
I share real AWS + FinOps work - clean patterns, clear tradeoffs, and measurable results.
- • Architecture patterns that survive scale
- • Cost wins you can quantify (and repeat)
- • AI automations that save time fast
Featured posts
• 6 min read
Linux Observability Basics for Production
A focused starter stack for Linux telemetry and incident response, built for reliability under pressure.
Latest posts
• 5 min read
AI-Assisted Runbooks for Ops Teams
How to use AI as a guardrailed assistant in incident workflows without introducing operational risk.
• 6 min read
Linux Observability Basics for Production
A focused starter stack for Linux telemetry and incident response, built for reliability under pressure.
• 6 min read
AWS FinOps Guardrails for Fast Teams
A practical baseline for cost controls that protect velocity while keeping AWS spend predictable.
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