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route optimizer agent with dailygrubs ai assign

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Suriyakumarvijayanayagam
2026-09-01 13:48:58 +05:30
parent aa4d4c6549
commit 90cdb57a38
28 changed files with 3281 additions and 135 deletions
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evals/assignment_cases.jsonl Normal file
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{"id": "first-failure-close-rider", "hour_of_day_utc": 14, "facts": {"zone_id": "hyderabad", "failures_today": 1, "nearest_miler_within_km": 10, "has_coordinates": true}, "acceptable": ["monitor", "notify_customer"], "ideal": "monitor", "rationale": "Single failure with a rider only 10km away — almost certainly transient; let the backend retry."}
{"id": "repeated-zone-gap", "hour_of_day_utc": 12, "facts": {"zone_id": "pune", "failures_today": 4, "nearest_miler_within_km": "none within 30km", "has_coordinates": true}, "acceptable": ["ops_alert", "escalate"], "ideal": "ops_alert", "rationale": "Repeated failures and no rider within 30km — a genuine coverage gap; alert ops."}
{"id": "second-failure-far-rider", "hour_of_day_utc": 18, "facts": {"zone_id": "bangalore", "failures_today": 2, "nearest_miler_within_km": 30, "has_coordinates": true}, "acceptable": ["notify_customer", "monitor"], "ideal": "notify_customer", "rationale": "A couple of failures with the nearest rider 30km out during rush — real delay; keep the customer informed."}
{"id": "no-coordinates-first", "hour_of_day_utc": 10, "facts": {"zone_id": "unknown", "failures_today": 1, "nearest_miler_within_km": "unknown (no coordinates)", "has_coordinates": false}, "acceptable": ["monitor", "escalate"], "ideal": "monitor", "rationale": "Coverage can't be assessed without coordinates, but a single failure is most likely transient."}
{"id": "many-failures-riders-near", "hour_of_day_utc": 15, "facts": {"zone_id": "mumbai_west", "failures_today": 5, "nearest_miler_within_km": 10, "has_coordinates": true}, "acceptable": ["escalate", "ops_alert"], "ideal": "escalate", "rationale": "Riders ARE nearby yet assignment keeps failing — not a coverage gap; a systemic issue for a human."}
{"id": "night-coverage-gap", "hour_of_day_utc": 2, "facts": {"zone_id": "kolkata", "failures_today": 3, "nearest_miler_within_km": "none within 30km", "has_coordinates": true}, "acceptable": ["ops_alert", "escalate"], "ideal": "ops_alert", "rationale": "Repeated overnight failures with no nearby rider — a coverage gap worth flagging to ops."}
{"id": "single-far-rider", "hour_of_day_utc": 9, "facts": {"zone_id": "hyderabad", "failures_today": 1, "nearest_miler_within_km": 30, "has_coordinates": true}, "acceptable": ["monitor", "notify_customer"], "ideal": "monitor", "rationale": "One failure, distant rider — likely resolves on retry."}
{"id": "persistent-far-rush", "hour_of_day_utc": 18, "facts": {"zone_id": "mumbai_east", "failures_today": 3, "nearest_miler_within_km": 30, "has_coordinates": true}, "acceptable": ["notify_customer", "ops_alert"], "ideal": "notify_customer", "rationale": "Rush-hour, repeated, distant rider — the customer should hear about the delay."}
{"id": "borderline-count", "hour_of_day_utc": 13, "facts": {"zone_id": "north_delhi", "failures_today": 3, "nearest_miler_within_km": 20, "has_coordinates": true}, "acceptable": ["notify_customer", "ops_alert", "monitor"], "ideal": "notify_customer", "rationale": "Genuinely borderline — a few failures with a moderately-close rider; any of these is defensible."}
{"id": "severe-gap", "hour_of_day_utc": 11, "facts": {"zone_id": "pune", "failures_today": 8, "nearest_miler_within_km": "none within 30km", "has_coordinates": true}, "acceptable": ["ops_alert", "escalate"], "ideal": "ops_alert", "rationale": "Many failures and no rider anywhere near — a clear, severe coverage gap."}