Update app/src/content/chapters/observations.mdx
#2
by sergiopaniego HF Staff - opened
app/src/content/chapters/observations.mdx
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@@ -37,6 +37,6 @@ Stuff that bit us while integrating each one.
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### Where this leaves us
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Snapshot is
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Each framework is the same thing wearing different clothes. The same environment ports across all six. What changes between them is how the env wires into the rest of training, not what it can do. You won't miss anything fundamental by picking one, what changes is convenience, which one is most pleasant depends on what's already in your stack.
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### Where this leaves us
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Snapshot is May 2026. The space is young, all six frameworks launched in 2025 and are moving fast. Six frameworks doing the same thing with different APIs is what early-stage exploration looks like. Expect consolidation around fewer protocols (MCP, ORS) over the next year.
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Each framework is the same thing wearing different clothes. The same environment ports across all six. What changes between them is how the env wires into the rest of training, not what it can do. You won't miss anything fundamental by picking one, what changes is convenience, which one is most pleasant depends on what's already in your stack.
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