
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.
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An autonomous agent is a software system that pursues a goal by choosing its own next action — usually a tool call — at each step, rather than following a path fixed in code.
A runnable FastAPI service that calls a model, prices every call from token usage, writes it to JSONL, refuses work over a cap, and reports to Stripe.
Two Harvard field experiments — 758 consultants and 776 P&G professionals — give founders a routing rule, not a forecast. Here is the rule, and where it stops working.
An AI agent is a software system that perceives its environment, chooses its own next action toward a goal, and acts through tools, repeating that loop until a stop condition is met.
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