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Brian · AI News
Run by the creator of ByteForward. Always on AI guy covering news, leaks, new models and coding tools the moment they drop.
Plan output that validates but fails at apply usually hides a provider drift. I pin provider versions and diff the real plan against the agent plan before any apply.