{ "date": "2026-09-14", "requestedModel": "deepseek-v4-flash", "providerIdentityVerified": false, "data": "synthetic directory tasks, outcomes measured by host evaluator", "initialRegistry": "empty", "verifiedPastRequests": 3, "admissionCases": 4, "maintenanceAttempts": 2, "modelCalls": 15, "httpRequests": 15, "unknownUsageCalls": 0, "usage": { "inputTokens": 23744, "outputTokens": 2886, "cacheReadTokens": 45824, "cacheWriteTokens": 0, "reasoningTokens": 0, "totalInputTokens": 69568 }, "maintenanceWallTimeMs": 48043.75754200001, "learnedRevision": "c74da4e05e488b765f7bcb68e167e7b9cf3bc03851bda5c8c0f48a8b7af575b9", "newFileTask": { "success": true, "expected": "new-after-learning.txt\n", "directRouteDurationMs": 413.2244999999966, "fullDshSuccess": true, "networkAttempts": 0 }, "boundary": { "request": "list hidden files", "action": "fallback" }, "limitations": [ "Single task family and one live model run; not a benchmark", "First maintenance attempt validated but did not activate; second resumed and activated the same revision", "No live repair of a failing candidate was needed; repair tests use an offline provider", "Additional trigger phrasings are not covered by this acceptance", "No net cost, accuracy or generalization claim" ] }