AI Integration & Agents
LLMs wired into real products. Tooling, evals, retrieval, agent workflows that ship to users.
Twenty years shipping production software. Independent from Berlin, taking a short list of engagements I actually care about — and building open-source tools in the open.
LLMs wired into real products. Tooling, evals, retrieval, agent workflows that ship to users.
Python, Flask, modern web. From schema to production. Twenty years of hard-won judgment.
Open data, accountable systems. OpenStadt maps public infrastructure equity across German cities.
Architecture reviews, hiring help, and clear second opinions on the decisions that actually matter.
AI-native dev toolkit — agents, workspaces, evaluation harness.
AI-native Flask framework. Production scaffolding for serious apps.
SaaS starter on Enferno. Auth, billing, admin — done.
Civic tech mapping public infrastructure equity.
Self-hosted invoicing software, built on stk.
I founded Level09 Studios in 2005 and have been writing software ever since — enterprise systems for international media groups, technology consulting for civic organisations, and the open-source projects that put my name on the map.
Today I work independently from Berlin: a few serious engagements at a time, the rest of my hours on open source. That balance is the whole point.
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