feat: self-report a classified exiting{reason} on any startup/load fa… #448

Job	Run time
build_and_unit_test	20m 1s
speculative-decoding	10m 40s
dflash-speculative-decoding	12m 35s
ssd-draft-memory-guard	1m 21s
integration_matrix (server, -gemma-e2b, mlx-community/gemma-4-e2b-it-4bit, mlx-community/gemma-4-...	3m 33s
integration_matrix (graph)	26s
integration_matrix (server, mlx-community/Qwen2.5-0.5B-Instruct-4bit)	1m 16s
integration_matrix (contract, mlx-community/Qwen2.5-0.5B-Instruct-4bit)	1m 3s
speculative-decoding-eval	7m 52s
integration_matrix (omni, mlx-community/gemma-4-e4b-it-4bit)	2m 37s
integration_matrix (vision, mlx-community/Qwen2-VL-2B-Instruct-4bit LiquidAI/LFM2.5-VL-450M-MLX-4...	1m 9s
integration_matrix (fixtures)	43s
integration_matrix (opencode, mlx-community/gemma-4-e4b-it-4bit)	2m 24s
integration_matrix (audio, mlx-community/gemma-4-e4b-it-4bit)	2m 24s
	1h 8m 4s

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