I identify architectural fragilities and automation failure points in complex systems. You get a clear, prioritized roadmap to stability.
Book a 15-Minute System Audit CallYour system may need an audit or rescue if:
Automations "mostly work" but are fragile, undocumented, or break silently.
AI pipelines produce inconsistent or unreliable results that you can't trust.
A previous developer left without a clear handover, leaving you in the dark.
Fixes seem to introduce new issues instead of resolving the root causes.
The system works, but no one on your team fully understands how or why.
These problems compound over time and increase operational risk.
Short, fixed-scope audits that map your full system, identify failure points, and produce a prioritized, actionable remediation plan.
Focused interventions to stabilize broken or unreliable systems under time pressure.
Targeted implementation of fixes with documentation and long-term stability in mind (when needed).
Short triage call (15 mins) to understand scope and urgency. (English & German)
Fixed-scope audit or rescue engagement. No long-term contracts. No unnecessary rebuilds.
Clear findings, detailed documentation, and a Loom walkthrough.
Optional implementation support to fix the identified issues.
I work across AI, automation, IoT, and web systems, with a focus on:
The goal is not just to fix what’s broken — but to leave you with a system your team understands and can trust.