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AI Platform Engineering × AI Security Research

Franz Bettag · AI Security Engineer · Entrepreneur · Security Researcher · Platform Architect

I build and operate platforms, bring AI applications into production and investigate security weaknesses. From Kubernetes and custom agent frameworks to external pentests and reverse engineering. Working with your teams, not apart from them.

Engineering lab combining AI infrastructure and hardware security analysis

Trusted by engineering teams at

Security research: vulnerabilities reported to

Infrastructure, operating systems and specialist software

Counts: findings reported through my own security research.

Collaboration on platform architecture and security workflows

Build platforms. Put AI into production. Test security.

Two starting points, the same operational experience. Choose whether you need to build and operate systems or test their external security.

Recurring external pentests

AI-assisted external pentests with expert review of findings and collaboration with operations.

Platform & AI Engineering

Kubernetes, SRE and Claude adoption. From platform architecture to production AI applications and their security controls.

Public engineering work: Gin CFEngine NetFlow

Recurring external pentests: choose your testing cadence.

These three packages cover recurring, AI-assisted pentests of your internet-facing systems. Monthly, weekly or daily, with expert-reviewed findings and time with your operations team. Your changes and risks determine the right cadence, not the biggest package.

Monthly

Regular price: from €1,999 Promotional price: from €1,399

per month, excl. VAT

Monthly testing and a comprehensive findings update.

For stable applications with few changes to the external attack surface.

Weekly

Regular price: from €5,999 Promotional price: from €4,199

per month, excl. VAT

Weekly testing and an updated findings report.

For product teams shipping regular releases, new APIs and ongoing changes to internet-facing systems.

Daily

Regular price: from €9,999 Promotional price: from €6,999

per month, excl. VAT

Daily testing and an updated findings report.

For high-output startups, enterprises and critical infrastructure with frequent changes or critical exposure. Otherwise, monthly or weekly is usually enough.

Included in every package

Personal assessment, a prioritized report and agreed ticket handover. Time with operations, remediation support and knowledge transfer to help your teams improve security workflows across the organization.

All packages include retesting of remediated findings within the agreed scope and during the active contract term.

All prices are starting prices. The final monthly fee depends on the number and extent of the agreed scopes and may be higher. Your quote confirms the binding price. Systems, methods, testing windows and communication channels are defined before work starts. The cadence describes the agreed testing and report updates.

Which model fits your data?

Three suitable AI models. Your real tasks. A defensible decision on quality, latency and cost — vendor-neutral, with documented results.

Model comparison on your data

The metric that matters

Cost per usable result.

A lower token price only helps when the model meets your task’s quality requirements. That is what we measure.

Selected Experience

Kleinanzeigen.de — 2014–2019

Lead/Sole Engineer. Rebuilt and operated the FreeBSD platform end to end in Go, before its sale to eBay.

Technical reference

Case Studies

Seven projects from Franz Bettag’s work: the problem, his role, architecture and results with evidence.

Bill of quantities → GAEB

Review PDF items, quantities and complete descriptions with source evidence. Controlled, schema-validated X83/X84 export.

Price lists → DATANORM

Convert PDFs and images into reviewable article data. Vision model, JSON schema and DATANORM export with human review.

Bug bounty platform

AI-assisted security research with multiple model families and separate verification phases. #2 VDP researcher in Germany, January–March 2026.

Aquila

Elixir library for LLM Responses/Chat Completions orchestration, streaming and deterministic record/replay tests.

ranching.farm

AI-assisted, read-only Kubernetes insight through an authenticated in-cluster agent.

UsageReset

Evidence-linked reset alerts for AI usage limits on a NO/MAYBE/YES scale.

Service Packages

Focused engagements with clear deliverables. Every sprint starts with an NDA and ends with a written report.

Anthropic Select Partner for Claude

Claude, Claude Code, agent workflows, evals, governance, and security controls for teams that want production value instead of another AI pilot.

Reliability & Scalability Assessment

Architecture review, load-test analysis, and a prioritized roadmap for your next 10x growth milestone. Deliverable: Written assessment with cost-impact matrix.

Kubernetes / SRE Hardening Sprint

Cluster security audit, GitOps pipeline, observability stack, and runbook creation. Deliverable: Hardened cluster config + incident response playbook.

AI Security / LLM Threat Modeling

OWASP Top 10 for LLMs audit, prompt injection testing, data exfiltration analysis, and output validation. Deliverable: Threat model + remediation plan.

Security Research

VDP Ranking #2 Germany — Q1 2026

Ranked #2 on the German HackerOne Vulnerability Disclosure Program leaderboard.

Learn more

AI-Augmented Bug Bounty Methodology

Developing and applying AI-assisted techniques for vulnerability discovery at scale across web, mobile, and API targets.

LLM Application Security Framework

Practical security framework based on OWASP Top 10 for LLMs, covering prompt injection, data poisoning, and model denial of service.

Open Source Security Contributions

Active contributor to security tooling and responsible disclosure. GitHub profile (@fbettag) linked in header.

Working With Me

Timezone-flexible, async-first, NDA upfront.

  1. 1

    Initial consultation: €999

    We clarify your situation and the most important technical risks. The price includes follow-up and concrete first steps.

  2. 2

    Audit or Sprint

    Focused 1-4 week engagement. I embed with your team, review code and infra, and execute hands-on improvements.

  3. 3

    Deliverables

    Written report with findings, architecture diagrams, runbooks, and a prioritized action plan you own.

  4. 4

    Ongoing Support

    Optional retainer for continued advisory, incident response, and quarterly architecture reviews.

Testimonials

Franz is a rare gem in the industry—someone you hope to find but seldom do. He is exceptionally reliable, efficient, and thoughtful. His communication skills surpass those of any other developer I've encountered. Franz genuinely cares about his craft and the quality of work he delivers. Both developers and clients are consistently amazed by his ability to produce high-quality work at an impressive speed, often referring to him as a "machine."

Nicolas HobanCo-Founder, Petal Framework

Since we started working with Bettag Systems in 2018, we're always happy for the continued insights and improvements they are providing to our IT infrastructure and projects.

Misel RadjenovicCEO, mirasec GmbH

Out of the box thinking and a out of the norm approach to IT is what we love about Bettag Systems. They are always there when we need them, and they are always providing us with the best solutions.

Oliver KuegowCEO, KOHIVO Green-Investment GmbH & Co. KG

We are getting Consulting from Bettag Systems for over a year now, and we are very satisfied with the improvements our IT is making. It's not cheap, but it's worth it.

Ralf MenikheimCEO, myartwork GmbH

What would you like to build or secure?

Tell me about your project. Together we will identify the right starting point for platform, AI or security work.

Discuss an engineering project

Security inquiry

Request a non-binding quote for a pentest package or custom reverse engineering. We agree scope, start date and terms with you personally.

Pentest prices are per month, excluding VAT. All prices are starting prices. The final monthly fee depends on the number and extent of the agreed scopes and may be higher. Your quote confirms the binding price.

Book by 30 September 2026. Save 30% for your contract term. For pentest packages and custom reverse engineering booked on or before 30 September 2026 (Europe/Berlin). The saving applies for the entire agreed contract term. We agree the project start separately. Terms are confirmed in your quote.

Do not send passwords, credentials, confidential vulnerability details or firmware files. We will agree secure exchange and testing authorization personally.

Privacy notice

This inquiry is not a booking and does not secure promotional terms. After submitting, please confirm your email address.