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Can Gemini 3.7 Flash run a company?

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

Over the last three years we've gone from plain LLM calls with unreliable structured output - often little more than putting "please return valid JSON" in the prompt and hoping for the best - to agent frameworks with textual gradients, dynamic agent topologies, skill graphs, framework self-optimiza…

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  1. 2026-08-31 23:30 · DEV Community — AI
    Can Gemini 3.7 Flash run a company?

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