Calibrated act/ask gate for tool-using agents' write actions, with conformal risk control. Open, reproducible evaluation on tau-bench retail, negative results included.
Your beautiful demo meets real life. Local Playwright runner + agent skill that test a web app under difficult UI scenarios with reproducible evidence.
Vibe-coded it? Now understand it. Turn one feature of your JS/TS project into an interactive, evidence-backed lesson.
Multilingual support ticket triage with a local System 1 decision model: hierarchical intent routing, urgency/frustration/churn signals, confidence-based escalation
Route prompts between cheap and frontier LLMs with Cloudflare's Clef decision model. OpenAI-compatible proxy + library.
About Founder & AI Product Engineer — mokka-agentur.de · AI evals, agent infrastructure & RAG in production
Stack 10 tools Forward Deployed & Solutions Engineer · Founder, AI Product Engineer | RAG, LLM, on-prem & GDPR · 4 production AI products shipped
Gründer & Lead Software Engineer
· mokka. Nov 2025 – PresentCurrent
Jun 2024 – PresentCurrent
Imported from LinkedIn.
Fom University of Applied Sciences for Economics and Management
Master Of Science, Business · 2026 – 2028
Universität Siegen
Bachelors · 2020 – 2024
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