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EZRA(1) — AI-Native Engineering Leader — EZRA(1)

DESCRIPTION

Engineering Leader and Lead Developer with 28 years of experience building and modernizing complex systems and platforms across FinTech, Advertising, News Media, and eCommerce. Currently leading a distributed engineering team at a FinTech startup, where I have driven the shift to AI-native development practices — deploying agentic workflows for code review and project management, integrating MCP servers with self-hosted GitLab, and establishing AI-first engineering policies. I design systems where AI agents are first-class architectural components, not bolted-on features. Seeking Lead Developer, Technical Lead, Principal or Staff Software Engineer, hands-on Engineering Manager, Head or Director of Software Development, Head of Technology and Automation, AI Automation Lead, or Fractional CTO / consulting Technical Lead roles at small companies or startups building cutting-edge products.

US Citizen & German Green Card Holder — no work restrictions in either country. Open to remote positions worldwide. Preferred location: metro Atlanta, GA, USA.

AI PIVOT

For the past 18 months, I have been singularly focused on the AI transformation of software engineering — not as a side interest, but as a full professional pivot. This has included:

  • Deep study of LLM capabilities, limitations, and emerging patterns across foundation models (Claude, GPT, Gemini, open-source)
  • Hands-on work with agentic architectures: agent design, tool calling, MCP servers, multi-agent coordination, and autonomous iteration loops
  • Building production AI workflows: AI-first code generation policies, automated code review via agents, MCP-integrated GitLab pipelines
  • Designing and delivering an AI-native development bootcamp for my engineering team, teaching a five-role separation model for responsible AI-assisted development
  • Building Skillr — an open-source universal AI skill manager that syncs to 6 providers — as both a personal tool and a portfolio piece
  • Publishing 7 practitioner-level articles on AI-native engineering, epistemic curation, human-agent mutualism, and the real-world dynamics of AI-augmented teams
  • Continuous evaluation of the AI tooling landscape: Claude Code, Codex CLI, Cursor, Copilot, Windsurf, Cline, and their evolving capabilities

28 years of systems thinking didn't become obsolete — it became the foundation for understanding how AI agents should be architected, deployed, and governed in production.

EXPERIENCE

Head of Software Development & Systems Architect

Immotege GmbH · Leonberg, Germany (Remote)

Nov 2020Present

Led architecture, development and AI transformation of a multi-tenant FinTech SaaS platform.

  • Designed and governed a modular monolith architecture with defined service seams, enabling future microservice extraction without rewrites.
  • Built and managed a distributed team across Montenegro, India, and Latin America.
  • Established AI-first code generation policy across the engineering team, making AI-assisted development the default workflow for all new feature work.
  • Integrated Model Context Protocol (MCP) servers with self-hosted GitLab, automating issue triage, merge request analysis, and developer feedback loops.
  • Deployed AI agents for project management workflows and automated code review, reducing manual review overhead and accelerating merge cycles.
  • Designed and delivered a structured AI-native development bootcamp for the engineering team, built around a five-role separation model (Think/Execute/Edit/Review/Iterate) with hands-on exercises, tool orchestration frameworks, and team accountability conventions.
  • Designed LLM-based document ingestion and categorization system for automated processing of financial documents.
  • Architecting an LLM-powered financing feasibility assessment engine to automatically evaluate application viability.
  • Built hybrid cloud infrastructure with Docker, Kubernetes, and AWS, improving deployment efficiency by 30%.
  • Implemented CI/CD pipelines via GitLab, reducing release cycles by 25%.
  • Introduced and enforced Coding Standards, Clean Code, SOLID/DRY/KISS Principles, SemVer and Review Workflows to junior developers.
  • Served as project manager and technical writer during early project phases.

Senior Back-End Developer

ITPlusX GmbH · Weilimdorf, Germany

Jul 2016Sep 2020

Built RESTful APIs and web applications for diverse agency clients. Led modernization of legacy systems to microservices.

  • Created RESTful APIs and web applications with Laravel/Lumen and Typo3 for diverse clients.
  • Migrated legacy monoliths to microservices, enhancing system scalability and maintainability.
  • Introduced end-to-end testing with Selenium and Docker, cutting production bug rates by 25%.
  • Maintained and optimized clients' legacy codebases and Linux infrastructure.

Senior Back-End Developer

Werbewelt AG · Stuttgart, Germany

Apr 2015Jun 2016

Built Laravel-backed solutions for SPAs and eCommerce. Introduced modern Git workflows.

  • Created Laravel-backed API solutions for single-page applications.
  • Introduced Git/GitLab workflows, streamlining team collaboration and code review practices.
  • Maintained Magento eCommerce sites and integrated social media APIs.
  • Built extensions and customizations for the Typo3 CMS.

PHP Developer / Infrastructure Engineer

boingMedia GmbH · Göppingen, Germany

Jul 2014May 2015

Modernized internal tooling and managed Linux infrastructure.

  • Transitioned internal tools to object-oriented PHP, modernizing development workflows.
  • Managed Linux infrastructure, ensuring 99.9% uptime for critical systems.

Freelance Web / PHP Developer

Self-Employed · Atlanta, GA, USA

Feb 2010Dec 2013

Delivered CMS and eCommerce solutions for small businesses.

  • Developed CMS and eCommerce solutions using WordPress, Magento, and early Laravel builds.
  • Delivered custom web projects for small businesses, enhancing online presence and revenue.

Web Developer / Lead Engineer / Senior QA Automation Engineer

Various (CNN, mediaOcean, VeriSign, IHG) · Atlanta, GA, USA

Jan 1996Jan 2010

Early web development pioneer at CNN. Led development and QA teams across major media and tech companies.

  • Pioneered web development at CNN (1996–2002), building CMS integrations and content platforms.
  • Led special content projects for CNN, CNN Sports Illustrated, NASCAR, and Cartoon Network.
  • Senior QA Automation Engineer focused on building automated testing frameworks across media and tech firms.
  • Managed QA and development teams at mediaOcean, VeriSign, and IHG.

SKILLS

AI Native Development

Claude CodeCodexCursorAI Agent Design & DeploymentModel Context Protocol (MCP)RAG (Retrieval-Augmented Generation)LLM OrchestrationPrompt EngineeringHarness Design and DevelopmentAI Workflow ArchitectureClaude API / Anthropic SDKOpenAI APIOllamaLangChainn8n

System Architecture

Modular MonolithMicroservicesEvent-Driven ArchitectureAPI-First DesignDomain-Driven DesignMulti-Tenant SaaS

Frameworks & Languages

PHP 8.x (OOP)Laravel EchosystemPythonFastAPIJavaScript/TypeScriptNode.jsReactNext.jsTailwind CSSAlpine.jsREST API Design

DevOps & Infrastructure

DockerKubernetesAWSGCPOpenShiftGitLab CI/CDGitHub ActionsLinux (Debian, CentOS, Alpine)Minio (S3-compatible)Proxmox

Testing

PHPUnitPestPlaywrightCypressSeleniumTDD

Leadership & Process

Engineering Team LeadershipDistributed Team ManagementAgile/Scrum and WaterfallTechnical WritingMentoring

PROJECTS

Self-hosted Agent OS for designing, executing, and governing autonomous AI agents on your own infrastructure. Open-source (MIT). Three layers: Orchestration (visual DAG workflow builder, canvas, schedules, checkpoints), Agents (agent loop with MCP tool calls, A2A delegation, persistent memory, 18 pre-built agents), and Components (reusable skills, multi-model access, version history, provider export). Provider-agnostic — mix cloud and local models, run fully air-gapped with Ollama.

PHP 8.4Laravel 12React 19TypeScriptTailwind 4DockerMCPA2AMulti-agentAgent OrchestrationSelf-hosted

Open-source universal AI skill & prompt manager. Write skills once in portable YAML + Markdown, sync native config files to Claude, Cursor, Copilot, Windsurf, Cline, and OpenAI with one click. Features multi-model test runner (Anthropic, OpenAI, Gemini, Ollama), version history with diff viewer, skill composition, template variables, prompt linting, and a marketplace with 25 pre-built skills.

Laravel 12Filament 3React 19TypeScriptDockerClaude APIOpenAI APIGeminiOllamaMonaco Editor

Mac-first personal context vault with policy-gated semantic retrieval — the trust substrate for agentic AI. Curate what matters, then grant AI agents scoped access with full auditability through disclosure receipts. Default-deny architecture: nothing automatic, minimize disclosure, prove what happened. SwiftUI desktop app with Rust backend (Axum gateway, SQLite vault, ONNX embeddings).

RustSwiftUImacOSAxumSQLiteONNX RuntimeSemantic SearchAgent TrustContext Vault

Open-source three-session curriculum (90 minutes each) that moves engineering teams from AI-assisted to AI-native development by assigning the right tool to the right role. Teaches the five-role separation model (Think/Execute/Edit/Review/Iterate), an orchestration decision matrix, tool capability boundaries, and team conventions for responsible AI-augmented delivery. Stack-agnostic, MIT-licensed, with worked adaptations for Node/TypeScript, Python/Django, Go, and Rails. The curriculum behind the 'Upgrade Path Available' essay — shipped in production inside a real FinTech engineering org.

AI-Native DevelopmentTeam TrainingCurriculumFive-Role ModelEngineering ManagementFacilitator PlansMCPOpen SourceMIT

Portable, fork-and-curate scaffold of AI-native engineering doctrine — standards, agent skills, tool adapters, and review rubrics designed to travel between projects, interviews, contracts, and roles. Doctrine-only (no runtime): the layer that informs what goes into a harness like Claude Code, Cursor, or a self-hosted agent OS — which CLAUDE.md content, which skills, which permission boundaries, which review rubrics. Eight curated sections from engineering canon to security and review rubrics, with Claude as the reference tool adapter and lighter sketches for Cursor, Copilot, Codex, and a generic AGENTS.md. MIT-licensed and public-safe.

AI-Native EngineeringEngineering StandardsCoding StandardsAgent SkillsTool AdaptersReview RubricsSoftware ArchitectureClaude CodeCursorOpen SourceMIT

PUBLICATIONS

The Human + Agent Era: Toward a New Mutualism of Mind and Machine

Medium

Reframes AI integration as mutualism rather than replacement or augmentation — human judgment and machine processing as interdependent cognitive systems. Introduces the mycorrhizal network analogy, the three-tier stratification of knowledge work (execution / process / judgment), and the identity of the engineer as mutualist in a coupled cognitive network.

Upgrade Path Available

Medium

A five-phase framework for transitioning dev teams from AI-assisted to AI-native, built on a five-role separation model (Think/Execute/Edit/Review/Iterate) and tiered tool orchestration from apprentice through grandmaster.

The 'Best of All Worlds' Development AI Workflow

Medium

A practitioner's framework for orchestrating multiple AI tools across planning, execution, editing, and review — treating each tool as a specialized component, not a silver bullet.

The Augmented Engineer: Coding in Symbiosis with AI

Medium

How AI redefines software engineering roles and why skill, creativity, and human judgment remain essential in AI-native workflows.

The Tension Between Epistemic Curation and Ideological Capture

Medium

Exploring the risks of uncurated AI training data, intentional bias in model alignment, and the case for principled epistemic curation.

Rethinking AI Training: Are We Teaching Machines Backwards?

Medium

Arguing for structured, curated knowledge foundations in AI training rather than brute-force ingestion of unfiltered internet corpora.

EDUCATION

Georgia Institute of Technology

C Programming, Perl Programming, Unix System Administration

Continuing Education · 19992000

Georgia State University

Music Theory / Music Industry Management

BS (Incomplete) · 19921994

LANGUAGES

English (Native)
German (Native)