Performance Agent
A .NET performance regression tool built on BenchmarkDotNet with deterministic PASS / FAIL / INCONCLUSIVE verdicts, explicit budgets, evidence history and optional AI analysis.
Technical Lead · Software Architecture · Senior .NET Engineering
Software architecture for reliable systems.
I design, modernize and operate business-critical distributed systems, combining hands-on .NET engineering with software architecture, cloud-native platforms, production reliability and practical AI engineering.
20+Years of experience
Cloud-nativePlatforms & modernization
DistributedSystems & reliability
Selected work
Engineering beyond the diagram.
I work where architecture meets production: system boundaries, reliability, observability, performance and the engineering practices that keep complex platforms understandable.
AI Engineering Lab
A public collection of small agents, reusable skills and evaluation experiments built around explicit constraints, evidence and failure cases.
Services
From difficult problems to working systems.
Architecture, hands-on engineering and technical assessment across .NET, distributed systems, platforms, observability and applied AI.
Software architecture & technical consulting
Architecture reviews, modernization planning, integration design and practical technical decisions for complex software systems.
- Architecture Review
- Modernization
- Distributed Systems
- Integration
.NET & platform engineering
Hands-on engineering for .NET backends and cloud-native platforms, with emphasis on reliability, performance, operability and maintainability.
- .NET
- Kubernetes
- Platform Engineering
- Performance
AI engineering & integration
Adding useful AI capabilities to real products and workflows, including tool calling, evaluation, RAG and production observability.
- AI Engineering
- LLM
- Tool Calling
- Evals
Technical assessment & troubleshooting
Focused investigation of architecture, performance, reliability and production problems, followed by evidence-based recommendations.
- Observability
- Reliability
- Performance
- Technical Assessment
Selected writing
Notes from the work.
Performance Engineeringarticle
Debugging a Growing Memory Problem in a .NET Service
An evidence-first approach to investigating memory growth in a production .NET service without jumping straight to the memory-leak conclusion.
AI Engineeringarticle
AI Proposes, Measurements Decide: Building Evidence-Driven AI Systems
A practical boundary for AI-assisted engineering: code evaluates the evidence, while AI explains changes and proposes what to investigate.
Engineering Reliable AI Systems, part 1
Distributed Systemsarticle
When a Timeout Is Not Really a Timeout Problem
A production-minded way to investigate .NET timeout errors by following latency, resource saturation and dependency evidence before changing timeout values.
Let's talk
Need architecture that
works beyond
the diagram?
Based in Vienna. Interested in Technical Lead and Software Architect roles, as well as selected consulting conversations, with remote collaboration across Europe, the United States and Canada.