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1. out-of-ideas out-of-ideas Public

   Multi-provider LLM pipeline + open benchmark measuring when each frontier model runs out of distinct ideas. 10 LLMs, 16× cost-per-unique-idea spread for the same shipped quality.

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2. AI-Dairy-Web-App AI-Dairy-Web-App Public

   A full-stack web application that allows users to record audio diary entries, automatically transcribe them using OpenAI’s Whisper model, and conveniently review them through a calendar interface.

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3. honest-factor-research honest-factor-research Public

   A Python research framework that tests whether stock factor models really explain market behavior, or just look accurate because of hidden proxy effects.

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4. backtesting-agent backtesting-agent Public

   Automated backtesting agent for quantitative trading research. Run strategy tests, analyze results, and generate actionable insights.

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5. infographic-generator-agent infographic-generator-agent Public

   Turn a one-line brief into an on-brand animated video — AI agent + Remotion, bring your own key. Live showcase → ai-videos.herzberg-dynamics.de

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6. ai-video-generator ai-video-generator Public

   Turn a one-line brief into a short, on-brand marketing video. BYOK, self-correcting Remotion agent, sandboxed generation.

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