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icapsule/README.md

πŸ‘¨β€πŸ’» Hi, I'm Michael | Strategic Technical Leader & Cloud Architect


🎯 Executive Summary

As a Forward Deployed Engineer and Technical Leader, I bridge the gap between complex business strategy and high-performance engineering. I specialize in building scalable Cloud Solutions and am a pioneer in Harness Engineering & Vibe Codingβ€”leveraging Generative AI and autonomous multi-agent systems to accelerate the software development lifecycle from concept to production at 10x velocity.

"I don't just write code; I architect ecosystems, govern AI agents, and solve real-world business challenges."


πŸ€– Harness Engineering & Agentic AI

I treat AI not just as an assistant, but as an autonomous engineering team. My core expertise lies in orchestrating these agents securely and efficiently:

  • Harness Engineering: Architecting strict constraints, context boundaries, and constitution rules (e.g., AgentCore) to securely govern autonomous AI behaviors and prevent regressions.
  • Google Antigravity (AGY) SDK: Designing, configuring, and orchestrating multi-agent systems. Developing custom Agent Skills and Plugins to automate complex engineering pipelines.
  • ClaudeCode & CLI Workflows: Advanced utilization of CLI-based agentic tools for rapid architectural scaffolding, context-aware deep refactoring, and maintaining documentation alignment.
  • The "Vibe Coding" Methodology: Transitioning from traditional manual typing to Prompt-Driven Engineeringβ€”managing iterative PRDs, automated spec syncing, and driving full-stack generation through high-level intent.

πŸ›  Tech Stack & Core Specializations

☁️ Cloud & Infrastructure

  • Architecture: Hybrid Cloud, Multi-Cloud Strategy (AWS, GCP), Private Cloud (VMware / NSX-T).
  • DevOps & IaC: Terraform, Kubernetes (K8s), Docker, CI/CD Automation.

πŸ’» Full-Stack Engineering

  • Frontend: React, Next.js, TypeScript, Tailwind CSS, Modern UI/UX (Glassmorphism, Motion).
  • Backend: Node.js, Next.js API Routes, Serverless Architectures.
  • Database & ORM: PostgreSQL, Prisma, Zod-to-DB alignment.

πŸ’‘ How I Build (The Vibe)

  1. Strategic Planning: Establishing precise architecture docs (PROJECT_SPEC.md, PRD.md) before writing a single line of code.
  2. AI Orchestration: Deploying specialized agents (e.g., ui-html-expert, database-steward) to execute specific domains.
  3. Vibe Orchestration: Acting as the "Senior Architect," reviewing AI PRs, resolving structural conflicts, and ensuring extreme aesthetic and technical quality.

πŸ“ˆ What I'm Currently Working On

  • πŸš€ Optimizing enterprise-grade Hybrid Cloud deployments for high availability.
  • 🧠 Building internal tools using Agentic Workflows to automate product ownership tasks.
  • 🎾 Perfecting my topspin on the court and my swing on the green.

🎾 Beyond the Screen (Hobbies)

When I'm not architecting the future of cloud, you can find me:

  • Tennis Player: Competitive mindset, constantly working on footwork and strategy.
  • Golf Enthusiast: Driven by precision, focus, and the continuous pursuit of the perfect swing.
  • Product Owner Mindset: Applying "Lean" principles to every aspect of life.

πŸ“« Connect with Me

LinkedIn Email


"Simplicity is the ultimate sophistication." β€” Leonardo da Vinci

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