AI entrepreneur and investigative journalist in Darmstadt, Germany. Founder of Codex Neuralis : autonomous agent infrastructure, AI hardware, and the platforms that run them.
Data-driven milestones in action.
Signature campaigns, direct outreach to decision-makers, dozens of co-organized protests, grassroots mobilization.
Investigative reporting, civic accountability work.
Prompt engineering, agentic coding, autonomous systems, AI security, image/audio/video generation.
Python
Go
Rust
PHP
JavaScript
Node.js
Next.js
HTML5
Python
Go
Rust
PHP
JavaScript
Node.js
Next.js
HTML5
Tailwind CSS
WordPress
CSS3
Supabase
n8n
Tailwind CSS
WordPress
CSS3
Supabase
n8n
Tailwind CSS
WordPress
CSS3
Supabase
n8n
Eight capabilities, one standard. Built on AI infrastructure, delivered by orchestrated agents under human supervision.
Strategic audits and architecture design for organizations building or modernizing software. Structured reports, actionable roadmaps, remote worldwide with on-site across Europe.
End-to-end development of websites, web applications, AI agents, and automated workflows. Production-grade from day one, with specialized expertise brought in under our oversight for larger engagements.
Business process automation connecting your tools, CRMs, email, and e-commerce. Built on n8n, Make.com, or custom integration layers with AI handling decisions and routing.
Multi-format content: podcasts, short-form video, and graphic design. ElevenLabs multi-voice synthesis, agentic autocorrection, EUR 3 per finished audio minute.
Professional news writing, feature articles, and magazine production. Deep research pipeline with source verification, WordPress API compatible, customizable tone and SEO.
Strategic advisory for early-stage tech startups across the European ecosystem. Pitch deck optimization, market positioning, and warm introductions to European VC networks.
End-to-end support for non-EU entrepreneurs establishing tech companies in the European Union. Legal structure, banking, tax registration, and operational setup.
Adversarial testing, prompt injection evaluation, LLM fine-tuning, and security audits for AI systems. Available across Europe for on-site engagements.
2026-07-21 04:58:07
Why current coding agent benchmarks measure what matters least, the three critical behavioral patterns they ignore, and what evaluation axes should be added for real reliability measurement.
2026-07-21 03:54:21
What actually changed with AI, why execution and judgment are not the same thing, and where the real value lies beyond the hype.
2026-07-20 12:00:00
An analysis of the transformation brought by AI beyond efficiency: why execution becomes a commodity, orchestration remains human, and why value redistribution won't happen on its own.
Answers to questions potential clients ask before we start working together.
Every project starts with a free discovery call where we define scope, goals, and deliverables. After that, I provide a fixed-price proposal or a milestone-based engagement. No hidden fees, no hourly billing surprises. Small projects start from a few hundred euros; complex multi-agent systems are scoped and priced individually.
Startups are a core part of my client base. I work best with early-stage and growth-stage companies that need AI architecture design, rapid prototyping, or production system development. I offer pre-consulting sessions specifically designed to help startups avoid costly architectural mistakes before committing to full-scale development.
Timelines depend entirely on scope. A landing page or simple automation can take days. A custom PHP application takes 1-3 weeks. A full multi-agent AI system can take 4-8 weeks. During the discovery call, I will give you a realistic timeline based on your specific requirements, and I stick to it.
That is completely normal. Most clients come with a problem, not a technical specification. Part of my job is translating business needs into technical architecture. The discovery call is designed for exactly this: we discuss your goals, I ask the right questions, and together we define what the solution looks like before any code is written.
Every deliverable includes documentation and a handover. I also offer ongoing maintenance and support packages for clients who want me to keep the system updated, monitored, and improved. Many of my client relationships turn into long-term partnerships where I act as their ongoing technical advisor and AI systems architect.
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