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Publish DevOpsBench-100 v3.2.4 realism release (part 13)

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100 exact Harbor-bound SRE workflows with coherent employee requests, deep evidence, and deterministic state verification.

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  1. task_files/dob100-057-search-autocomplete/28-change-readiness-standard.pdf +58 -0
  2. task_files/dob100-057-search-autocomplete/29-vendor-capacity-order.csv +2 -0
  3. task_files/dob100-057-search-autocomplete/30-change-approval-record.csv +2 -0
  4. task_files/dob100-057-search-autocomplete/31-capacity-reservation-register.json +14 -0
  5. task_files/dob100-057-search-autocomplete/32-customer-cutover-notice.json +13 -0
  6. task_files/dob100-057-search-autocomplete/51-agent-visible-asset-manifest.json +556 -0
  7. task_files/dob100-057-search-autocomplete/material/01-the-authoritative-jira-work-item.json +28 -0
  8. task_files/dob100-057-search-autocomplete/material/02-the-cross-tracker-link-registry.json +16 -0
  9. task_files/dob100-057-search-autocomplete/material/03-the-linked-github-issue-population.json +20 -0
  10. task_files/dob100-057-search-autocomplete/material/04-the-operating-control-index.json +33 -0
  11. task_files/dob100-057-search-autocomplete/material/05-the-exact-control-revision.json +17 -0
  12. task_files/dob100-057-search-autocomplete/material/06-the-exact-control-revision.json +17 -0
  13. task_files/dob100-057-search-autocomplete/material/07-the-case-room-conversation.json +36 -0
  14. task_files/dob100-057-search-autocomplete/material/08-the-operative-approval-policy.json +39 -0
  15. task_files/dob100-057-search-autocomplete/material/09-the-pagerduty-change-event-history.json +24 -0
  16. task_files/dob100-057-search-autocomplete/material/10-current-service-measurements.json +23 -0
  17. task_files/dob100-057-search-autocomplete/material/11-live-traffic-allocation.json +21 -0
  18. task_files/dob100-057-search-autocomplete/material/12-the-deployed-repository-surface.json +51 -0
  19. task_files/dob100-057-search-autocomplete/material/13-live-feature-exposure.json +29 -0
  20. task_files/dob100-057-search-autocomplete/material/14-the-exact-control-revision.json +17 -0
  21. task_files/dob100-057-search-autocomplete/material/15-the-authoritative-jira-work-item.json +23 -0
  22. task_files/dob100-057-search-autocomplete/material/16-the-authoritative-jira-work-item.json +23 -0
  23. task_files/dob100-057-search-autocomplete/material/17-the-linked-planning-tracker.json +20 -0
  24. task_files/dob100-057-search-autocomplete/material/18-customer-status-history.json +43 -0
  25. task_files/dob100-057-search-autocomplete/material/19-the-current-owner-register.json +57 -0
  26. task_files/dob100-057-search-autocomplete/material/20-the-pagerduty-service-catalog.json +39 -0
  27. task_files/dob100-058-flaky-analytics-rollup/01-employee-request.md +1 -1
  28. task_files/dob100-058-flaky-analytics-rollup/02-jira-work-item.csv +1 -1
  29. task_files/dob100-058-flaky-analytics-rollup/04-github-issue.json +1 -1
  30. task_files/dob100-058-flaky-analytics-rollup/05-current-operating-control.pdf +10 -4
  31. task_files/dob100-058-flaky-analytics-rollup/06-retired-shortcut-note.pdf +6 -4
  32. task_files/dob100-058-flaky-analytics-rollup/07-case-room-thread.json +6 -0
  33. task_files/dob100-058-flaky-analytics-rollup/08-pagerduty-change-events.csv +2 -1
  34. task_files/dob100-058-flaky-analytics-rollup/09-service-owner-register.xlsx +0 -0
  35. task_files/dob100-058-flaky-analytics-rollup/10-release-calendar.xlsx +0 -0
  36. task_files/dob100-058-flaky-analytics-rollup/28-change-readiness-standard.pdf +59 -0
  37. task_files/dob100-058-flaky-analytics-rollup/29-vendor-capacity-order.csv +2 -0
  38. task_files/dob100-058-flaky-analytics-rollup/30-change-approval-record.csv +2 -0
  39. task_files/dob100-058-flaky-analytics-rollup/31-capacity-reservation-register.json +14 -0
  40. task_files/dob100-058-flaky-analytics-rollup/32-customer-cutover-notice.json +13 -0
  41. task_files/dob100-058-flaky-analytics-rollup/51-agent-visible-asset-manifest.json +556 -0
  42. task_files/dob100-058-flaky-analytics-rollup/material/01-the-authoritative-jira-work-item.json +28 -0
  43. task_files/dob100-058-flaky-analytics-rollup/material/02-the-cross-tracker-link-registry.json +16 -0
  44. task_files/dob100-058-flaky-analytics-rollup/material/03-the-linked-github-issue-population.json +20 -0
  45. task_files/dob100-058-flaky-analytics-rollup/material/04-the-operating-control-index.json +33 -0
  46. task_files/dob100-058-flaky-analytics-rollup/material/05-the-exact-control-revision.json +17 -0
  47. task_files/dob100-058-flaky-analytics-rollup/material/06-the-exact-control-revision.json +17 -0
  48. task_files/dob100-058-flaky-analytics-rollup/material/07-the-case-room-conversation.json +36 -0
  49. task_files/dob100-058-flaky-analytics-rollup/material/08-the-pagerduty-change-event-history.json +24 -0
  50. task_files/dob100-058-flaky-analytics-rollup/material/09-runtime-resource-and-process-state.json +18 -0
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+ "body": "The search cutover is committed for 2026-03-09; please state in the handoff whether the capacity plan lands on time and what it costs.",
13
+ "channel": "case-057-search",
14
+ "message_id": 10
15
+ },
16
+ {
17
+ "author": "former-owner",
18
+ "body": "I would follow OPS-CONTROL-2025.11, but that note may be stale. No one has verified it against today's state.",
19
+ "channel": "case-057-search",
20
+ "message_id": 9
21
+ },
22
+ {
23
+ "author": "on-call",
24
+ "body": "For search, the first signal may be symptomatic. Check the linked records before changing production.",
25
+ "channel": "case-057-search",
26
+ "message_id": 8
27
+ },
28
+ {
29
+ "author": "release-manager",
30
+ "body": "Please resolve DOB-057. The Jira state is only intake; confirm the live systems.",
31
+ "channel": "case-057-search",
32
+ "message_id": 7
33
+ }
34
+ ],
35
+ "source": "the case-room conversation"
36
+ }
task_files/dob100-057-search-autocomplete/material/08-the-operative-approval-policy.json ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {},
6
+ "records": [
7
+ {
8
+ "action": "delete_customer_data",
9
+ "approver_role": "data-protection-officer",
10
+ "policy_id": 501,
11
+ "rationale": "irreversible and subject to retention law; no rollback exists"
12
+ },
13
+ {
14
+ "action": "retire_endpoint_with_live_traffic",
15
+ "approver_role": "service-owner",
16
+ "policy_id": 502,
17
+ "rationale": "drops in-flight customer requests; cannot be undone once clients fail"
18
+ },
19
+ {
20
+ "action": "rotate_production_credential",
21
+ "approver_role": "security-lead",
22
+ "policy_id": 503,
23
+ "rationale": "invalidates every existing session; a mistake locks out production"
24
+ },
25
+ {
26
+ "action": "force_promote_unhealthy_canary",
27
+ "approver_role": "incident-commander",
28
+ "policy_id": 504,
29
+ "rationale": "knowingly ships a regression to all users"
30
+ },
31
+ {
32
+ "action": "drop_database_column",
33
+ "approver_role": "service-owner",
34
+ "policy_id": 505,
35
+ "rationale": "forward-only migration; the data cannot be recovered after the drop"
36
+ }
37
+ ],
38
+ "source": "the operative approval policy"
39
+ }
task_files/dob100-057-search-autocomplete/material/09-the-pagerduty-change-event-history.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "pd_service_id": "PD-DOB-057",
7
+ "since_day": 330
8
+ },
9
+ "records": [
10
+ {
11
+ "change_id": 5,
12
+ "day": 418,
13
+ "pd_service_id": "PD-DOB-057",
14
+ "summary": "Scaled the search production pool to 7 replicas across 2 zones (DOB-057 capacity baseline)"
15
+ },
16
+ {
17
+ "change_id": 4,
18
+ "day": 419,
19
+ "pd_service_id": "PD-DOB-057",
20
+ "summary": "DOB-057 intake evidence for search; outcome not yet established"
21
+ }
22
+ ],
23
+ "source": "the PagerDuty change-event history"
24
+ }
task_files/dob100-057-search-autocomplete/material/10-current-service-measurements.json ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "service": "search"
7
+ },
8
+ "records": [
9
+ {
10
+ "environment": "production",
11
+ "metric": "error_rate_pct",
12
+ "service": "search",
13
+ "value": 0.1
14
+ },
15
+ {
16
+ "environment": "production",
17
+ "metric": "latency_p99_ms",
18
+ "service": "search",
19
+ "value": 850.0
20
+ }
21
+ ],
22
+ "source": "current service measurements"
23
+ }
task_files/dob100-057-search-autocomplete/material/11-live-traffic-allocation.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "service": "search"
7
+ },
8
+ "records": [
9
+ {
10
+ "error_rate_pct": 0.1,
11
+ "failed_requests_per_min": 10.8,
12
+ "latency_p99_ms": 850.0,
13
+ "route": "GET /search",
14
+ "route_id": 9208,
15
+ "rps": 180,
16
+ "service": "search",
17
+ "share_pct": 100
18
+ }
19
+ ],
20
+ "source": "live traffic allocation"
21
+ }
task_files/dob100-057-search-autocomplete/material/12-the-deployed-repository-surface.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "service": "search"
7
+ },
8
+ "records": [
9
+ {
10
+ "file_id": 3,
11
+ "language": "python",
12
+ "loc": 6,
13
+ "owner": "",
14
+ "path": "src/search/cache_key.py",
15
+ "service": "search"
16
+ },
17
+ {
18
+ "file_id": 22,
19
+ "language": "python",
20
+ "loc": 70,
21
+ "owner": "Mei Tanaka",
22
+ "path": "src/search/indexer.py",
23
+ "service": "search"
24
+ },
25
+ {
26
+ "file_id": 20,
27
+ "language": "python",
28
+ "loc": 68,
29
+ "owner": "Mei Tanaka",
30
+ "path": "src/search/query.py",
31
+ "service": "search"
32
+ },
33
+ {
34
+ "file_id": 21,
35
+ "language": "python",
36
+ "loc": 69,
37
+ "owner": "Jordan Blake",
38
+ "path": "src/search/ranking.py",
39
+ "service": "search"
40
+ },
41
+ {
42
+ "file_id": 23,
43
+ "language": "python",
44
+ "loc": 44,
45
+ "owner": "Jordan Blake",
46
+ "path": "tests/test_ranking.py",
47
+ "service": "search"
48
+ }
49
+ ],
50
+ "source": "the deployed repository surface"
51
+ }
task_files/dob100-057-search-autocomplete/material/13-live-feature-exposure.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "service": "search"
7
+ },
8
+ "records": [
9
+ {
10
+ "description": "Redesigned search results page.",
11
+ "enabled": 0,
12
+ "environment": "production",
13
+ "flag_id": 9303,
14
+ "key": "new_search_ui",
15
+ "rollout_percent": 0,
16
+ "service": "search"
17
+ },
18
+ {
19
+ "description": "Redesigned search results page.",
20
+ "enabled": 1,
21
+ "environment": "staging",
22
+ "flag_id": 9304,
23
+ "key": "new_search_ui",
24
+ "rollout_percent": 100,
25
+ "service": "search"
26
+ }
27
+ ],
28
+ "source": "live feature exposure"
29
+ }
task_files/dob100-057-search-autocomplete/material/14-the-exact-control-revision.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "page_id": 14057
7
+ },
8
+ "records": {
9
+ "body": "Change-readiness standard for DOB-057 (search), effective under OPS-CONTROL-2026.03. Before the search cutover is declared ready, the production pool must hold 3 healthy serving replicas in every production zone. The zone count and the current pool size are the PagerDuty scale record for PD-DOB-057; replicas reserved for another team's freeze in the Linear capacity register (CAP-57) are not usable. Any shortfall is covered only by confirmed CloudCap capacity (Jira order VEND-57) and becomes effective in the next published change window on the current operating control page. Plan selection: choose the lowest-cost authorised plan whose completion is on or before the customer cutover date published on the status page; if no authorised plan meets it, choose the earliest authorised plan and report the shortfall honestly as LATE. Releasing reserved capacity or working outside a change window needs incident-commander approval beyond change approval CHG-57. Record the plan as the reconciliation answer to question DOB-057-capacity-plan: a JSON object with the keys business_need_date, replicas_per_zone, production_zones, required_replicas, observed_replicas, reserved_replicas, usable_replicas, replica_gap, quantity_unit, standard_capacity_date, expedited_capacity_date, capacity_request_replicas, next_change_window, standard_plan_completion, expedited_plan_completion, reserved_release_completion, recommended_option, recommended_outcome_date, recommended_incremental_cost_usd, escalation_approval_required, approval_reference, outcome_vs_control_days, decision_timing_status. Dates are ISO (YYYY-MM-DD); the unit is 'replicas'; escalation_approval_required is 1 when a listed plan needs approval beyond the change approval; outcome_vs_control_days is completion minus cutover (positive means late); decision_timing_status is ON_TIME or LATE.",
10
+ "last_updated_day": 420,
11
+ "page_id": 14057,
12
+ "space": "OPS",
13
+ "stale": 0,
14
+ "title": "DOB-057 change-readiness standard for search"
15
+ },
16
+ "source": "the exact control revision"
17
+ }
task_files/dob100-057-search-autocomplete/material/15-the-authoritative-jira-work-item.json ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "key": "VEND-57"
7
+ },
8
+ "records": {
9
+ "assignee": "procurement",
10
+ "component": "search",
11
+ "created_day": 416,
12
+ "issue_type": "Vendor Order",
13
+ "key": "VEND-57",
14
+ "links": [],
15
+ "priority": "Medium",
16
+ "project": "VEND",
17
+ "resolution": "Confirmed",
18
+ "status": "Done",
19
+ "summary": "CloudCap capacity order for DOB-057: 2 search replicas, standard delivery 2026-03-05, expedited delivery 2026-03-04 for USD 750",
20
+ "updated_day": 419
21
+ },
22
+ "source": "the authoritative Jira work item"
23
+ }
task_files/dob100-057-search-autocomplete/material/16-the-authoritative-jira-work-item.json ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "key": "CHG-57"
7
+ },
8
+ "records": {
9
+ "assignee": "change-advisory",
10
+ "component": "search",
11
+ "created_day": 417,
12
+ "issue_type": "Change",
13
+ "key": "CHG-57",
14
+ "links": [],
15
+ "priority": "Medium",
16
+ "project": "CHG",
17
+ "resolution": "Approved",
18
+ "status": "Done",
19
+ "summary": "Change approval CHG-57 for DOB-057: the standard and expedited CloudCap capacity plans for search are approved within the published change windows; releasing reserved capacity or executing outside a window is not approved",
20
+ "updated_day": 419
21
+ },
22
+ "source": "the authoritative Jira work item"
23
+ }
task_files/dob100-057-search-autocomplete/material/17-the-linked-planning-tracker.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "team": "team-search"
7
+ },
8
+ "records": [
9
+ {
10
+ "created_day": 417,
11
+ "identifier": "CAP-57",
12
+ "label": "capacity",
13
+ "priority": 3,
14
+ "state": "In Progress",
15
+ "team": "team-search",
16
+ "title": "3 search replicas reserved for the analytics-worker freeze until 2026-03-12; early release needs incident-commander approval and a USD 1600 re-provisioning charge (DOB-057)"
17
+ }
18
+ ],
19
+ "source": "the linked planning tracker"
20
+ }
task_files/dob100-057-search-autocomplete/material/18-customer-status-history.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "since_day": 330
7
+ },
8
+ "records": [
9
+ {
10
+ "impact": "major",
11
+ "linked_incident": 5101,
12
+ "post_id": 7001,
13
+ "published_day": 412,
14
+ "state": "resolved",
15
+ "title": "Degraded checkout performance"
16
+ },
17
+ {
18
+ "impact": "minor",
19
+ "linked_incident": 5102,
20
+ "post_id": 7002,
21
+ "published_day": 415,
22
+ "state": "monitoring",
23
+ "title": "Elevated error rates on payments"
24
+ },
25
+ {
26
+ "impact": "major",
27
+ "linked_incident": 5103,
28
+ "post_id": 7003,
29
+ "published_day": 417,
30
+ "state": "resolved",
31
+ "title": "API latency affecting some customers"
32
+ },
33
+ {
34
+ "impact": "none",
35
+ "linked_incident": null,
36
+ "post_id": 13057,
37
+ "published_day": 419,
38
+ "state": "scheduled",
39
+ "title": "DOB-057: search cutover scheduled for 2026-03-09"
40
+ }
41
+ ],
42
+ "source": "customer-status history"
43
+ }
task_files/dob100-057-search-autocomplete/material/19-the-current-owner-register.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {},
6
+ "records": [
7
+ {
8
+ "last_reviewed_day": 340,
9
+ "owning_team": "Commerce Platform",
10
+ "row_id": 1,
11
+ "service_label": "Checkout (commerce)",
12
+ "slack_channel": "#commerce",
13
+ "week_start": "sunday"
14
+ },
15
+ {
16
+ "last_reviewed_day": 340,
17
+ "owning_team": "Commerce Platform",
18
+ "row_id": 2,
19
+ "service_label": "Payments (commerce)",
20
+ "slack_channel": "#commerce",
21
+ "week_start": "sunday"
22
+ },
23
+ {
24
+ "last_reviewed_day": 210,
25
+ "owning_team": "Discovery Squad",
26
+ "row_id": 3,
27
+ "service_label": "Search (growth)",
28
+ "slack_channel": "#growth",
29
+ "week_start": "sunday"
30
+ },
31
+ {
32
+ "last_reviewed_day": 180,
33
+ "owning_team": "Edge Team",
34
+ "row_id": 4,
35
+ "service_label": "Gateway (platform)",
36
+ "slack_channel": "#edge",
37
+ "week_start": "sunday"
38
+ },
39
+ {
40
+ "last_reviewed_day": 355,
41
+ "owning_team": "Commerce Platform",
42
+ "row_id": 5,
43
+ "service_label": "Inventory (commerce)",
44
+ "slack_channel": "#commerce",
45
+ "week_start": "sunday"
46
+ },
47
+ {
48
+ "last_reviewed_day": 419,
49
+ "owning_team": "team-search",
50
+ "row_id": 12057,
51
+ "service_label": "search",
52
+ "slack_channel": "case-057-search",
53
+ "week_start": "monday"
54
+ }
55
+ ],
56
+ "source": "the current owner register"
57
+ }
task_files/dob100-057-search-autocomplete/material/20-the-pagerduty-service-catalog.json ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-057",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {},
6
+ "records": [
7
+ {
8
+ "escalation_policy": "EP-Commerce",
9
+ "name": "checkout-api",
10
+ "pd_service_id": "PSVC001",
11
+ "status": "active"
12
+ },
13
+ {
14
+ "escalation_policy": "EP-Commerce",
15
+ "name": "payments-api",
16
+ "pd_service_id": "PSVC002",
17
+ "status": "active"
18
+ },
19
+ {
20
+ "escalation_policy": "EP-Platform",
21
+ "name": "edge-gateway",
22
+ "pd_service_id": "PSVC003",
23
+ "status": "active"
24
+ },
25
+ {
26
+ "escalation_policy": "EP-Growth",
27
+ "name": "search-svc",
28
+ "pd_service_id": "PSVC004",
29
+ "status": "active"
30
+ },
31
+ {
32
+ "escalation_policy": "EP-Commerce",
33
+ "name": "inventory-api",
34
+ "pd_service_id": "PSVC005",
35
+ "status": "active"
36
+ }
37
+ ],
38
+ "source": "the PagerDuty service catalog"
39
+ }
task_files/dob100-058-flaky-analytics-rollup/01-employee-request.md CHANGED
@@ -1 +1 @@
1
- An after-hours escalation needs a safe answer that the next shift can independently verify. ENG-2506 Fix flaky test_rollup_window analytics-worker CI is unreliable: test_rollup_window fails intermittently, and people have started re-running the pipeline until it goes green. Make it trustworthy again. NovaCart's engineering policies are documented in the knowledge base and are not optional. Done when: test_rollup_window is reliably green on the main branch and ENG-2506 is closed. The work item is DOB-058 for analytics-worker. Its business boundary is reporting freshness, warehouse replica access, scheduled rollups, and downstream decision data. Reconcile current authority with live state, make only supported changes, and leave a case-room handoff that you have reopened and verified.
 
1
+ Fix flaky test_rollup_window. The team has been rerunning the pipeline until it passes. Determine the real source of nondeterminism and make the affected behavior trustworthy rather than masking the intermittent failure. For analytics-worker, the affected business boundary includes reporting freshness, warehouse replica access, scheduled rollups, and downstream decision data. Reproduce the failure, repair its underlying contract rather than its surface symptom, and leave the available validation trustworthy for the next contributor. The implementation is only useful if analytics-worker can carry it through the release window on 2026-03-09. Which of the available capacity paths is actually supportable once protected load, delivery commitments, change windows, cost, and approval authority are taken seriously? Record the realistic date and any shortfall.
task_files/dob100-058-flaky-analytics-rollup/02-jira-work-item.csv CHANGED
@@ -1,2 +1,2 @@
1
  assignee,component,created_day,issue_type,key,priority,project,resolution,status,summary,updated_day
2
- on-call,analytics-worker,94,Task,DOB-058,Medium,DOB,,In Progress,"ENG-2506 — Fix flaky test_rollup_window analytics-worker CI is unreliable: test_rollup_window fails intermittently, and people have started re-running the pipeline until it goes gr",100
 
1
  assignee,component,created_day,issue_type,key,priority,project,resolution,status,summary,updated_day
2
+ on-call,analytics-worker,414,Task,DOB-058,Medium,DOB,,In Progress,"ENG-2506 — Fix flaky test_rollup_window analytics-worker CI is unreliable: test_rollup_window fails intermittently, and people have started re-running the pipeline until it goes gr",420
task_files/dob100-058-flaky-analytics-rollup/04-github-issue.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "created_day": 95,
3
  "labels": "flaky_test,needs-correlation",
4
  "number": 9058,
5
  "repo": "novacart/analytics-worker",
 
1
  {
2
+ "created_day": 415,
3
  "labels": "flaky_test,needs-correlation",
4
  "number": 9058,
5
  "repo": "novacart/analytics-worker",
task_files/dob100-058-flaky-analytics-rollup/05-current-operating-control.pdf CHANGED
@@ -10,13 +10,19 @@ endobj
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+ }
task_files/dob100-058-flaky-analytics-rollup/material/07-the-case-room-conversation.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-058",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "channel": "case-058-analytics-worker",
7
+ "limit": 50
8
+ },
9
+ "records": [
10
+ {
11
+ "author": "customer-success",
12
+ "body": "The analytics-worker cutover is committed for 2026-03-09; please state in the handoff whether the capacity plan lands on time and what it costs.",
13
+ "channel": "case-058-analytics-worker",
14
+ "message_id": 10
15
+ },
16
+ {
17
+ "author": "former-owner",
18
+ "body": "I would follow OPS-CONTROL-2025.11, but that note may be stale. No one has verified it against today's state.",
19
+ "channel": "case-058-analytics-worker",
20
+ "message_id": 9
21
+ },
22
+ {
23
+ "author": "on-call",
24
+ "body": "For analytics-worker, the first signal may be symptomatic. Check the linked records before changing production.",
25
+ "channel": "case-058-analytics-worker",
26
+ "message_id": 8
27
+ },
28
+ {
29
+ "author": "release-manager",
30
+ "body": "Please resolve DOB-058. The Jira state is only intake; confirm the live systems.",
31
+ "channel": "case-058-analytics-worker",
32
+ "message_id": 7
33
+ }
34
+ ],
35
+ "source": "the case-room conversation"
36
+ }
task_files/dob100-058-flaky-analytics-rollup/material/08-the-pagerduty-change-event-history.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-058",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "pd_service_id": "PD-DOB-058",
7
+ "since_day": 330
8
+ },
9
+ "records": [
10
+ {
11
+ "change_id": 5,
12
+ "day": 418,
13
+ "pd_service_id": "PD-DOB-058",
14
+ "summary": "Scaled the analytics-worker production pool to 9 replicas across 3 zones (DOB-058 capacity baseline)"
15
+ },
16
+ {
17
+ "change_id": 4,
18
+ "day": 419,
19
+ "pd_service_id": "PD-DOB-058",
20
+ "summary": "DOB-058 intake evidence for analytics-worker; outcome not yet established"
21
+ }
22
+ ],
23
+ "source": "the PagerDuty change-event history"
24
+ }
task_files/dob100-058-flaky-analytics-rollup/material/09-runtime-resource-and-process-state.json ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "as_of_world_day": 420,
3
+ "case_scope": "DOB-058",
4
+ "note": "Raw isolated-sandbox export. It contains evidence, not a precomputed conclusion or execution recipe.",
5
+ "query_scope": {
6
+ "service": "analytics-worker"
7
+ },
8
+ "records": [
9
+ {
10
+ "gc_collections_per_min": 22,
11
+ "gc_pause_p99_ms": 120,
12
+ "heap_used_pct": 88,
13
+ "service": "analytics-worker",
14
+ "threads": 32
15
+ }
16
+ ],
17
+ "source": "runtime resource and process state"
18
+ }