01. The Anti-Hype AI Ops Stack That Actually Survives Production
The production stack that survives real constraints, not conference demos.
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Insights Series: Career Upgrade Campaign
Canonical long-form versions live here. LinkedIn posts can link directly to each article in the series.
02. Managed Platform vs BYOI: A Decision Framework Without Religious Wars
Pick managed vs BYOI using constraints, not ideology.
Read article03. Evidence-First Automation: The Missing Layer in Most AI Programs
Logs help you debug; evidence helps you defend decisions.
Read article04. From Heroics to Runbooks: The Career Shift That Multiplied My Output
Runbooks are leverage, not bureaucracy.
Read article05. Five Failure Modes That Quietly Kill Automation Programs
Most automation programs fail in known ways you can detect early.
Read article06. What Jazz Taught Me About Building Reliable Systems
Reliable systems teams behave more like ensembles than command hierarchies.
Read article07. Policy-Gated AI: How to Move Fast Without Losing Control
Fast delivery and strong control can coexist when gates are native to runtime.
Read article08. A 30/60/90-Day Plan to Upgrade Any Automation Program
A phased execution plan that de-risks automation in the first 90 days.
Read article09. Systems Thinking Is the Career Moat Most Technical People Ignore
Tool expertise decays; systems outcome expertise compounds.
Read article10. Building in Public With Intent: My Career Upgrade Campaign
Building in public works when it is strategic, consistent, and tied to real operating work.
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