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Over the next 12 months I think businesses will shift from closed APIs to open source APIs that give them the no logging, no data retention and no training of an enterprise plan but with 90% lower costs. These APIs are just expensive but employees want to use them and operations staff need privacy guaranteesAn enterprise plan lets you sue OpenAI/Anthropic if this is violated though which I doubt you can do with the open source aggregators. API users are subsidizing consumer users and businesses
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Over the next 12 months I think businesses will shift from closed APIs to open source APIs that give them the no logging, no data retention and no training of an enterprise plan but with 90% lower costs. These APIs are just expensive but employees want to use them and operations staff need privacy guaranteesAn enterprise plan lets you sue OpenAI/Anthropic if this is violated though which I doubt you can do with the open source aggregators. API users are subsidizing consumer users and businesses
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AI coding agents have access to your API keys, your codebase, your production environment. One prompt injection and they work for someone else. Gate AI sits inline on every request and stops it. Launching June 2026.
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This guy built an AI pipeline that generates hyperrealistic fashion models in 47 minutes and now dropshippers pay him $1,400 to clone the entire system.He got tired of watching e-com brands lose $8K per photoshoot when a single product angle changed so he built a 9-node workflow that generates 127 product videos from one Pinterest photo without hiring a single model.Here's the exact breakdown:→ Claude writes a 34-parameter JSON brand DNA before any image is touched target psychographics, price a
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