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Fifty tool definitions crammed into the context window costs tokens, degrades reasoning, and risks hallucinations. Docker's containerized MCP Gateway and dynamic discovery flip the model.
How Apple built predictive code completion directly into Xcode 16 using the Apple Neural Engine. Zero cloud roundtrips, offline privacy, and Swift specialization.
Gemma is capable and open source. Hugging Face is what makes getting to it straightforward.
A web-based prototyping environment with foundation models, knowledge bases, agents, and guardrails. Public preview, two regions.
Massive context windows, native multimodality, and structured schema outputs: how developers can build production systems on Google AI Studio.
They all install packages. Where they diverge is the shape of node_modules, and that difference has consequences for disk space and for correctness.
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