Senior Software Engineer & Technical Owner

End-to-end technical ownership: architecture, delivery, and production stability—optimized for small teams and measurable outcomes. Cloud-native, AI-assisted.

Profile photo
Approach

Technical Ownership, Not Task Execution

I take full technical responsibility for complex systems. This means owning architecture decisions, implementation, deployment, and operational stability. I work effectively under ambiguity, time pressure, and changing requirements.

I prioritize decision quality, risk reduction, and maintainable delivery over maximizing output or headcount.

My preference is for lean setups and clear ownership over fragmented roles. A small team with aligned goals delivers better outcomes than a large coordination-heavy structure.

AI-Assisted Development

AI-assisted software development is a standard part of my working mode. I use LLM-based tooling across the entire development lifecycle:

  • Architecture exploration
  • Implementation and refactoring
  • Test automation
  • Documentation
  • Code review support & test generation as default, with human verification and clear quality gates

AI is a multiplier for senior judgment, not automation replacing engineering. The value comes from knowing what to build and how to evaluate outputs, not from generating code faster.

Technical Ownership

Full responsibility from architecture to production, not isolated task delivery.

Small Teams

High-leverage setups with clear ownership over coordination-heavy structures.

Outcome Ownership

Outcome-focused delivery that reduces complexity and accelerates results.

What I Help With

Problem-Oriented Engagements

I focus on responsibility and ownership, not task execution. Each engagement is scoped around outcomes, not hours.

Good fit

  • Ambiguous requirements, legacy complexity
  • Platform work, integration-heavy domains
  • Small teams with clear ownership

Not a fit

  • Ticket-only execution, unclear ownership
  • "Add one more developer"
  • Rate-only procurement

Building New Systems

Delivering production-ready systems under time and complexity constraints. From greenfield architecture to first deployment.

Simplifying Complexity

Stabilizing and simplifying grown microservice landscapes. Reducing technical debt while maintaining business continuity.

Prototype to Production

Turning early-stage prototypes into scalable, maintainable platforms. Adding the operational foundation that MVPs lack.

API & Integration Architecture

Designing integration architectures in complex environments. Connecting systems while managing organizational boundaries.

Background

Experience & Credibility

Patterns of responsibility and outcomes across startups and large enterprises.

13+
Years Experience

In complex and regulated environments

Industries

Finance, Energy, Automotive, Industry, Telecom, Insurance

M.Sc.
Mathematics

TU Darmstadt, focus on Computer Science

Founding Engineer

Foodini: early-stage product delivery under uncertainty, end-to-end technical ownership

Selected Clients & Environments

Bosch · SICK AG · EnBW · Deutsche Telekom · Commerzbank · Volkswagen · DVAG

Technology Focus

Capabilities, Not Keywords

Technologies serve outcomes. These are the areas where I deliver the most value.

Cloud-Native Systems

Kubernetes, Docker, AWS, Azure

Backend-Heavy Architectures

Java, Spring Boot, Python, Microservices

APIs & Integrations

REST, Event-Driven, OAuth2/OIDC

Observability & CI/CD

Grafana, Prometheus, GitLab CI, ArgoCD

AI-Assisted Development

LLM-assisted design/review/testing workflows, refactoring support—quality-gated

Security & Compliance

OAuth2/OIDC, policy enforcement, auditability

Working Model

How I Work

Clear ownership and collaboration with business stakeholders. Focus on outcomes rather than hours.

Weekly or Milestone-Based

Engagements structured around deliverables and checkpoints, not time tracking.

Outcome Focus

Success measured by results, not hours logged. Clear goals, clear accountability.

Direct Collaboration

Working closely with business stakeholders. No layers of indirection or reporting overhead.

First 2 Weeks

1

Clarify goals & constraints (incl. stakeholders, risk, boundaries)

2

Propose target architecture + delivery plan

3

Deliver first production-grade slice + quality gates

Based in Frankfurt, Germany. Available for remote engagements across the DACH region and internationally.

Get in Touch

Start a Conversation

Describe your situation and what you are looking for. I will get back to you with initial thoughts and next steps.

Prefer direct contact?mail@manuelarmbruster.com·LinkedIn