Cloud & DevOps

Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.

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Use this skill whenever a design must accommodate the inevitability of human error — typos, wrong-button presses, misread instructions, mistimed actions, misunderstandings of system state. Trigger when designing form validation, input handling, destructive flows, complex multi-step procedures, alert systems, or any UI where users can do the wrong thing. Trigger when post-incident analyses reveal patterns of "human error" — most are design errors in disguise. Errors is one of the foundational principles in ''Universal Principles of Design'' (Lidwell, Holden, Butler 2003), grounded in Norman''s and Reason''s foundational human-error research.

Use when responding to production incidents following SRE principles and best practices.

Use when building comprehensive monitoring and observability systems.

Use when building reliable and scalable distributed systems.

Use when designing Internal Developer Platforms (IDPs), building platform teams, or improving developer experience. Covers platform engineering principles, Backstage, portal design, and platform team structures.

SRE & Incident Management Platform

ArgoCD ApplicationSets, progressive delivery, Harness GitX, and multi-cluster GitOps patterns