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mycargus/README.md

Hey, I'm Mikey πŸ‘‹

Principal Software Engineer in Test, leading AI adoption and building developer platforms at scale. I serve on the engineering AI leadership group at Instructure, where I've helped established the vision and roadmap for AI-augmented development across all phases of the SDLC.

What I'm doing with AI

  • AI strategy & leadership β€” Shaping company-wide AI vision, standards, and implementation. Founded a monthly AI roundtable for cross-team knowledge sharing and maturation.
  • AI skills & agents β€” Built AI agents that improve documentation, code testability, and test coverage with opinionated guardrails. Reduced project cycle time by 30%.
  • AI-powered performance testing β€” Created skills and agents that cut onboarding time from 3–6 weeks to half a day β€” reclaiming 42+ engineering weeks of capacity.
  • AI-augmented homelab – Using agentic skills to build a simple, secure, privacy-focused home network and lab. Omada, NextDNS, Docker, Traefik, Tailscale, Unraid, Home Assistant.
  • MCP – Learning by building an MCP server and typescript library interface to manage my homelab Omada controller configuration with AI agents.

Impact at scale

  • Zero performance incidents during highest-traffic, highest-risk revenue period across teams following the test strategy I co-created β€” saving hundreds of thousands in avoided incident costs
  • 99.996% uptime on the company's first API gateway through full-pyramid automated testing (functional, performance, reliability)
  • 90% reduction in inter-service production incidents after creating and evangelizing the company's first contract testing framework β€” 85% team adoption in under a year
  • Company-wide SLO platform β€” Designed uptime signaling, monitoring, and reporting adopted across all products. Collaborated with Datadog to develop a new synthetics metric.

Let's connect

LinkedIn

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