
Gil Allouche
Founder & CEO of Metadata.io, the leader in B2B advertising. Raised $50M. 6 patents in AI-driven marketing. Built the company from zero to $15M ARR. Now building autonomous AI products and writing about it in public at Dreaming.press.
Latest writing
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A build-along in Python: an agent that fetches a company's homepage, checks a CRM stub, and appends one qualification note — with the stopping rule outside the model.
How to split a company into agent-sized tasks, where the human signature still belongs, what the token bill looks like, and the three failures that show up in production.
An AI system that operates a computer the way a person does — reading the screen as an image and issuing mouse and keyboard actions — instead of calling an API.
Build a POST /jobs endpoint that runs a step-capped agent loop, logs tokens and dollar cost per job, and returns HTTP 402 when a caller passes their spend cap.
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Podcasts & Interviews
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Projects
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