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Markus Aurich

Markus Aurich

Agentic Engineering Consultant & Fractional CTO

Vienna/Berlin

I help product and engineering teams build the harness and processes to ship better products with AI agents.

Let's talk
15+Yearsin Tech
10+Engagementsdelivered
8Industriesserved
4AI Productsshipped

What I Do

Agentic Engineering

Your engineers work with AI agents every day. I set up toolchain, conventions, and a development cycle with clear human checkpoints. Then I coach until your leads run it themselves, with numbers that show whether it works.

Fractional CTO & Head of Engineering

Part-time technical leadership: architecture calls, operating model, delivery process, and building the team that carries it after I leave.

Product Strategy

From vision to roadmap: I set the product direction, prioritize hard, and align teams on outcomes.

Selected Work

Re:Guest
May 2026 - Present

Agentic Engineering Rollout: Hospitality SaaS

Bringing agentic engineering into a product organization with three divisions. An operating model and an agent-first development cycle with three human checkpoints: plan review, gap closing, merge. Coaching team by team. A cockpit on Jira and GitLab data tracks adoption and delivery per team.

Agentic Engineering
Claude Code
Operating Model
Coaching
Engineering Metrics
+2
Outcapped
Jul 2025 - Nov 2025

AI-Powered Business Operations Assessment

Built an AI-powered platform that assesses business operations across six domains (Admin, People, Finance, Legal, IT, Compliance). A 160-question framework with LLM-generated reports and prioritized action plans, connected to Google Workspace, Gmail, and Notion. Recruited and onboarded an AI engineer for the engagement.

AI
Agentic Engineering
TypeScript
NestJS
Langchain
+4
LA&GL Embedded Solutions
Sep 2025 - Nov 2025

Industrial Touch UI: Heating Distribution System

Delivered a touch UI for a heating distribution system on 10-inch industrial displays: real-time monitoring and control. Fully built with agentic engineering.

Frontend
Touch UI
Industrial
Nuxt.js
Tailwind
+1

Experience

Agentic Business Builders

Co-Founder

Oct 2026 - Present

Agentic engineering for finance teams. We build finance processes that run on their own and hold up in an audit. My co-founder brings the finance side, from accounting to CFO, I bring the engineering.

Signivo

Co-Founder

Feb 2026 - Present

Email signature management for Google Workspace and Microsoft 365, built fully agentic and run as a real business. Co-founded, I own product and engineering.

Independent Consulting

Agentic Engineering Consultant & Fractional CTO

Jul 2025 - Present

  • Re:Guest (hospitality SaaS): Agentic Engineering Consultant since 05/2026, Fractional Head of Engineering since 10/2026. Leading the move to agentic engineering in three product divisions: operating model, an agent-first development cycle with human checkpoints, coaching per team, and a cockpit that measures adoption and delivery.
  • Burger Edelmetalle (precious-metals refiner): agentic engineering rewrite of a business-critical legacy component under bank-grade IT security requirements. Ongoing framework contract for extensions, plus coaching the in-house developers.
  • Built an AI-powered assessment platform for Outcapped: LLM-driven analysis across 6 business domains, connected to Google Workspace, Gmail, and Notion.
  • Delivered a touch-optimized industrial control interface for the heating distribution system of a company in the construction sector. Fully built with agentic engineering.

reteach

CTO & CPO

Nov 2019 - Dec 2024

One of the leading B2B learning platforms for SMEs in the DACH market.

  • Scaled from 0 to 300+ customers, increasing ACV from €500 to €5,000 (+900%).
  • Built and led a cross-functional product team of 8 (6 engineers, 2 designers).
  • Drove architecture decisions on tech stack and cloud infrastructure (NestJS, Vue, AWS, Terraform) for long-term scalability.

Independent Consulting

Full-Stack Engineering Consultant

Apr 2018 - Oct 2019

  • Delivered full-stack development for high-profile clients including Trade Republic (pre-launch phase), working directly with founders on product builds.

wunderfarm

Co-Founder & Lead Full-Stack Engineer

Mar 2012 - Mar 2018

  • Co-founded a digital agency and led engineering for clients across industries, from concept and architecture to deployment.

Barfuss.it

Co-Founder & CTO

Mar 2012 - Mar 2018

  • Co-founded and scaled a regional online magazine in South Tyrol: built the platform, led technical operations, and drove audience growth.

Zeppelin Group

Full Stack Engineer

2010 - 2014

  • Full-stack development of portals and web applications for a major South Tyrolean media and real estate conglomerate.

Skills & Tech

Agentic Engineering

Claude Code
Agent-First Development Cycle
Context Engineering (AGENTS.md, Skills, Hooks)
Multi-Agent Workflows
Adoption Coaching
Delivery & Adoption Metrics

Methods & Frameworks

Discovery & Due Diligence
Stakeholder Alignment
Technical Assessment
Build vs. Buy Analysis
Team Assessment & Scaling
Agile Transformation

Product & Leadership

Product Strategy & Roadmapping
Team Building
Go-to-Market Strategy
Stakeholder Management
Agile / Lean Processes

AI & Backend

LLM Integration (Langchain)
Node.js
NestJS
TypeScript
PHP
Python

Frontend

Vue.js
Nuxt.js
Tailwind CSS
shadcn/ui
Bootstrap

Site Reliability

AWS
Google Cloud Platform
DigitalOcean
Supabase
Kubernetes
ArgoCD
Docker
Terraform

Automation & Tools

n8n
Zapier
GitHub Actions
CI/CD
Git
Process Automation

Domain Experience

Hospitality
Industrial
Precious Metals
HR-Tech
EdTech
FinTech
Media & Publishing
B2B Platforms

Education

Technische Universität Berlin

Master of Science in Computer Science

2015 - 2019

Alma Mater Studiorum - Università di Bologna

Bachelor in Information Science for Management

2011 - 2015

Languages

German: Native Speaker
Italian: Professional Proficiency
English: Professional Working Proficiency