Core Engineering Metrics

Delivery & Velocity

i
ADSEVO|30d90d180d365d|allagentshumansi

Active line stays calendar (÷24); the working-days (÷8) unit applies to panel numbers only

Time metrics — click to focus the chart
Lead Time (median)i8dΔ-11.9d
created → done, waiting includedView tickets (377) →
Cycle Time (median)i4.7dΔ-7.1d
In Progress → doneView tickets (377) →
Active Work Time (median)i3wdΔ-3wd
8h/day cap · BambooHR · wd = hours ÷ 8View tickets (334) →
Time To First PR (median)i0.2dΔ-0.3d
137 PR · 225 no PR · 15 PR-before-startView tickets (137) →
Lead Time for Changes (median)i4.4dΔ-150.8d
first commit → in production (DORA)View tickets (491) →
#3288816.8d
#332304.8d
#332334.8d
#331476.8d
#3249616.7d
#328828.0d
#328818.0d
#329816.8d
#330275.9d
#331441.8d
#329097.8d
#326234.9d
#326314.5d
#326324.5d
#326334.5d
#326344.5d
#326354.5d
#326364.5d
#326374.5d
#326384.5d
#326394.4d
#326404.4d
#326414.4d
#326424.4d
#326434.4d
#326444.4d
#326454.4d
#326464.4d
#326474.4d
#326484.4d
#326494.4d
#326504.4d
#326514.4d
#326524.3d
#326534.3d
#326544.3d
#326554.3d
#326564.3d
#326574.3d
#326584.3d
#326594.3d
#326604.3d
#326614.3d
#326624.3d
#326634.3d
#326644.2d
#326654.2d
#326664.2d
#326684.0d
#326694.0d
#326704.0d
#326714.0d
#326724.0d
#326734.0d
#326744.0d
#326753.9d
#326763.9d
#326773.9d
#326783.9d
#326793.9d
i
Status Breakdown: 21 statuses
In Progress1683.6317
On Hold994.044
Ready For Canary331.476
Ready For Review272.4126
In Testing266.331
Waiting for Client212.914
Ready To Test160.337
Ready For Live156.233
Commited124.04excluded from Cycle
New72.510excluded from Cycle
To Do67.423excluded from Cycle
Approved for Sprint55.26excluded from Cycle
In Deployment48.951
Ready For Staging42.512
Approved22.18excluded from Cycle
Failed On Testing9.04
Ready To Merge6.849
CODE REVIEW3.749
Selected for Development3.314excluded from Cycle
Pending Review0.93
Removed0.01

Quality & Reliability

·

Flow & Predictability

Bug Rate (environment unknown)
i
83bugs · 1.6/weekΔ+34
1 - Critical: 3 · 2 - High: 8 · 3 - Medium: 11 · Unspecified: 61expected ticket labels: production, prod (prod) · pre-prod, preprod, pre-production, staging, qa (pre-prod) configurable →
83 bugs
ADS-13181 - Critical2026-06-01
ADS-1313Unspecified2026-05-28
ADS-12922 - High2026-05-21
ADS-1289Unspecified2026-05-21
ADS-1243Unspecified2026-05-15
ADS-1242Unspecified2026-05-15
ADS-1235Unspecified2026-05-13
ADS-1228IMC-65Unspecified2026-05-12
ADS-12273 - Medium2026-05-12
ADS-1016Unspecified2026-05-06
ADS-1015Unspecified2026-05-06
ADS-977Unspecified2026-05-01
ADS-934Unspecified2026-04-24
ADS-663Unspecified2026-04-09
ADS-662Unspecified2026-04-09
ADS-652IMC-563 - Medium2026-03-27
ADS-650Unspecified2026-03-25
ADS-647Unspecified2026-03-24
ADS-646IMC-62Unspecified2026-03-24
ADS-643Unspecified2026-03-16
ADS-630Unspecified2026-03-05
ADS-625Unspecified2026-03-04
ADS-624Unspecified2026-03-04
ADS-622Unspecified2026-02-28
ADS-6191 - Critical2026-02-23
ADS-604Unspecified2026-02-23
ADS-5841 - Critical2026-02-17
ADS-525Unspecified2026-01-26
ADS-524Unspecified2026-01-26
ADS-5083 - Medium2026-01-19
ADS-507Unspecified2026-01-16
ADS-5062 - High2026-01-16
ADS-5013 - Medium2026-01-15
ADS-5003 - Medium2026-01-12
ADS-499Unspecified2026-01-09
ADS-498Unspecified2026-01-09
ADS-497Unspecified2026-01-07
ADS-494Unspecified2025-12-27
ADS-4852 - High2025-12-10
ADS-472Unspecified2025-11-30
ADS-470Unspecified2025-11-25
ADS-468Unspecified2025-11-21
ADS-465Unspecified2025-11-17
ADS-462Unspecified2025-11-10
ADS-445Unspecified2025-10-21
ADS-444Unspecified2025-10-20
ADS-443Unspecified2025-10-20
ADS-442Unspecified2025-10-17
ADS-441Unspecified2025-10-17
ADS-440Unspecified2025-10-17
ADS-439Unspecified2025-10-17
ADS-437Unspecified2025-10-17
ADS-4352 - High2025-10-15
ADS-4342 - High2025-10-15
ADS-433Unspecified2025-10-15
ADS-428Unspecified2025-10-14
ADS-427Unspecified2025-10-14
ADS-425Unspecified2025-10-13
ADS-4153 - Medium2025-10-10
ADS-414Unspecified2025-10-10
ADS-4093 - Medium2025-10-06
ADS-407Unspecified2025-10-06
ADS-404Unspecified2025-09-29
ADS-4032 - High2025-09-29
ADS-401Unspecified2025-09-29
ADS-4863 - Medium2025-09-22
ADS-3882 - High2025-09-22
ADS-374Unspecified2025-09-19
ADS-373Unspecified2025-09-19
ADS-3603 - Medium2025-09-09
ADS-359Unspecified2025-09-08
ADS-3542 - High2025-09-04
ADS-351Unspecified2025-09-02
ADS-3483 - Medium2025-09-01
ADS-334Unspecified2025-08-21
ADS-301Unspecified2025-07-30
ADS-293Unspecified2025-07-24
ADS-2913 - Medium2025-07-21
ADS-287Unspecified2025-07-15
ADS-286Unspecified2025-07-14
ADS-276Unspecified2025-07-09
ADS-275Unspecified2025-07-08
ADS-244Unspecified2025-06-12
Pre-Prod Bug Rate
i
unavailable until tickets carry environment labelsexpected ticket labels: pre-prod, preprod, pre-production, staging, qa configurable →
Change Failure Rate
i
0%0 failed / 32Δ+0pp
failed production deployments / total production deployments × 100. A failure today = pipeline result “failed” or a manual flag — the bridge until Incident Management (P0/P1 rollback/hotfix) is integrated.
32 prod deploys
IMC failure review candidates (1) — never auto-counted
IMC-66 · 2026-05-14 · P2 - Minor degradation · User blocked · USAT Deckorators ad covering gameif a deploy failed: find that date's run below and flag it
video-ads.jsstablesucceeded2026-06-08
display-ads.jsstablesucceeded2026-06-08
jarvis-apiProductionsucceeded2026-06-03
display-ads.jsstablesucceeded2026-06-03
display-ads.jsstablesucceeded2026-06-03
video-ads.jsstablesucceeded2026-06-03
display-ads.jsstablesucceeded2026-06-03
display-ads.jsstablesucceeded2026-05-27
jarvis-apiProductionsucceeded2026-05-21
jarvis-apiProductionsucceeded2026-05-20
display-ads.jsstablesucceeded2026-05-18
video-ads.jsstablesucceeded2026-05-18
jarvis-apiProductionsucceeded2026-05-14
video-ads.jsstablesucceeded2026-05-12
display-ads.jsstablesucceeded2026-05-06
ads-splitstablesucceeded2026-05-05
display-ads.jsstablesucceeded2026-05-04
display-ads.jsstablesucceeded2026-05-01
display-ads.jsstablesucceeded2026-04-29
display-ads.jsstablesucceeded2026-04-28
video-ads.js - MS ZONEstablesucceeded2026-04-23
video-ads.js - MS ZONEstablesucceeded2026-04-21
ads-splitstablesucceeded2026-04-13
display-ads.jsstablesucceeded2026-04-02
display-ads.jsstablesucceeded2026-03-11
display-ads.jsstablesucceeded2026-02-11
display-ads.jsstablesucceeded2026-01-28
display-ads.jsstablesucceeded2026-01-22
ads-splitstablesucceeded2025-12-19
ads-display-msnLivesucceeded2025-12-09
ads-display-msnLivesucceeded2025-10-30
ads-display-msnLivesucceeded2025-10-23
Deployment Frequency
i
320.1/d · 0.6/w · 2.6/mΔ+29
successful production deployments
Throughput
i
377tickets · 7.2/weekΔ+245
agents 24 · humans 353
377 tickets
ADS-1311PBIhuman2026-06-12
ADS-1281PBIhuman2026-06-08
ADS-1282PBIhuman2026-06-08
ADS-1315PBIhuman2026-06-08
ADS-1325Sub-taskhuman2026-06-08
ADS-1337Sub-taskhuman2026-06-04
ADS-1336TaskAI agent2026-06-03
ADS-1327Sub-taskhuman2026-06-03
ADS-1326Sub-taskhuman2026-06-03
ADS-1324Sub-taskhuman2026-06-03
ADS-1323Sub-taskhuman2026-06-03
ADS-1322Sub-taskhuman2026-06-03
ADS-1321Sub-taskhuman2026-06-03
ADS-1320Sub-taskhuman2026-06-03
ADS-1319Sub-taskhuman2026-06-03
ADS-1318Bughuman2026-06-02
ADS-961PBIhuman2026-05-28
ADS-1277Taskhuman2026-05-27
ADS-1276Taskhuman2026-05-27
ADS-1241PBIhuman2026-05-27
ADS-1294PBIAI agent2026-05-26
ADS-963PBIhuman2026-05-26
ADS-956PBIhuman2026-05-25
ADS-955PBIhuman2026-05-25
ADS-656PBIhuman2026-05-25
ADS-655PBIhuman2026-05-25
ADS-1235Bughuman2026-05-22
ADS-1288TaskAI agent2026-05-22
ADS-1287Taskhuman2026-05-20
ADS-1285TaskAI agent2026-05-20
ADS-1226TaskAI agent2026-05-20
ADS-1225TaskAI agent2026-05-20
ADS-1274TaskAI agent2026-05-18
ADS-249Taskhuman2026-05-18
ADS-1224TaskAI agent2026-05-18
ADS-1240Taskhuman2026-05-14
ADS-1239Taskhuman2026-05-14
ADS-1238Taskhuman2026-05-14
ADS-1237Taskhuman2026-05-14
ADS-1236Taskhuman2026-05-14
ADS-1229Taskhuman2026-05-13
ADS-1227Bughuman2026-05-13
ADS-1014PBIhuman2026-05-13
ADS-1233Taskhuman2026-05-13
ADS-1232Taskhuman2026-05-13
ADS-1231Taskhuman2026-05-13
ADS-1234Taskhuman2026-05-13
ADS-1230Taskhuman2026-05-13
ADS-1015Bughuman2026-05-11
ADS-1074Taskhuman2026-05-08
ADS-1073Taskhuman2026-05-08
ADS-1072Taskhuman2026-05-08
ADS-1071Taskhuman2026-05-08
ADS-1016Bughuman2026-05-08
ADS-340PBIAI agent2026-05-08
ADS-1036Taskhuman2026-05-07
ADS-1035Taskhuman2026-05-07
ADS-1034Taskhuman2026-05-07
ADS-1033Taskhuman2026-05-07
ADS-1032Taskhuman2026-05-07
ADS-1031Taskhuman2026-05-07
ADS-1030Taskhuman2026-05-07
ADS-1029Taskhuman2026-05-07
ADS-1028Taskhuman2026-05-07
ADS-1027Taskhuman2026-05-07
ADS-1026Taskhuman2026-05-07
ADS-1025Taskhuman2026-05-07
ADS-954Taskhuman2026-05-07
ADS-993Sub-taskhuman2026-05-07
ADS-992Sub-taskhuman2026-05-07
ADS-943Taskhuman2026-05-06
ADS-994PBIhuman2026-05-05
ADS-977Bughuman2026-05-04
ADS-942Taskhuman2026-05-04
ADS-989TaskAI agent2026-05-04
ADS-646Bughuman2026-04-30
ADS-952PBIAI agent2026-04-29
ADS-951PBIAI agent2026-04-29
ADS-947PBIAI agent2026-04-28
ADS-945PBIAI agent2026-04-28
ADS-941Sub-taskhuman2026-04-28
ADS-936Sub-taskhuman2026-04-28
ADS-944Sub-taskhuman2026-04-28
ADS-935PBIhuman2026-04-28
ADS-899PBIAI agent2026-04-27
ADS-898PBIhuman2026-04-27
ADS-940PBIAI agent2026-04-27
ADS-938PBIAI agent2026-04-26
ADS-928Sub-taskAI agent2026-04-24
ADS-929Sub-taskAI agent2026-04-24
ADS-897PBIhuman2026-04-24
ADS-839PBIAI agent2026-04-24
ADS-670PBIAI agent2026-04-23
ADS-663BugAI agent2026-04-23
ADS-526Taskhuman2026-04-23
ADS-838PBIhuman2026-04-22
ADS-471PBIhuman2026-04-22
ADS-668PBIAI agent2026-04-22
ADS-669PBIAI agent2026-04-22
ADS-665Taskhuman2026-04-21
Planned vs Unplanned
i
14.3%323 / 54Δ-9.2pp
Bug/Incident ∨ unplanned_work
54 unplanned
PR Throughput
i
497merged · 9.5/weekΔ+385
265 abandoned → 65.2% accepted
762 PRs
#34533ads-displaycompleted2026-06-10
#34532ads-monorepocompleted2026-06-10
#33900ads-monorepocompleted2026-06-08
#33260ads-monorepocompleted2026-06-08
#33230jarvis-admincompleted2026-06-03
#33233jarvis-admincompleted2026-06-03
#32888jarvis-admincompleted2026-06-03
#33147ads-monorepocompleted2026-06-03
#32496jarvis-admincompleted2026-06-03
#33170ads-monorepoabandoned2026-06-02
#33144jarvis-apicompleted2026-06-01
#32964ads-monorepoabandoned2026-05-29
#33027ads-displaycompleted2026-05-28
#32981ads-displaycompleted2026-05-27
#32882ads-reactcompleted2026-05-27
#32881ads-displaycompleted2026-05-27
#32909ads-monorepocompleted2026-05-27
#32934custom-agile-metrics-appcompleted2026-05-26
#32932custom-agile-metrics-appcompleted2026-05-26
#32930custom-agile-metrics-appcompleted2026-05-26
#32927custom-agile-metrics-appcompleted2026-05-26
#32926custom-agile-metrics-appcompleted2026-05-26
#32925custom-agile-metrics-appcompleted2026-05-26
#32924custom-agile-metrics-appcompleted2026-05-26
#32922custom-agile-metrics-appcompleted2026-05-26
#32919custom-agile-metrics-appcompleted2026-05-26
#32917custom-agile-metrics-appcompleted2026-05-26
#32915custom-agile-metrics-appcompleted2026-05-26
#32913custom-agile-metrics-appcompleted2026-05-26
#32910custom-agile-metrics-appcompleted2026-05-26
#32907custom-agile-metrics-appcompleted2026-05-26
#32903custom-agile-metrics-appcompleted2026-05-26
#32901custom-agile-metrics-appcompleted2026-05-26
#32900custom-agile-metrics-appcompleted2026-05-26
#32899custom-agile-metrics-appcompleted2026-05-26
#32897custom-agile-metrics-appcompleted2026-05-26
#32895custom-agile-metrics-appcompleted2026-05-26
#32893custom-agile-metrics-appcompleted2026-05-26
#32891custom-agile-metrics-appcompleted2026-05-26
#32614jarvis-adminabandoned2026-05-26
#32879custom-agile-metrics-appcompleted2026-05-26
#32878custom-agile-metrics-appcompleted2026-05-26
#32569ads-displaycompleted2026-05-26
#32876custom-agile-metrics-appcompleted2026-05-26
#32872custom-agile-metrics-appcompleted2026-05-26
#32865jarvis-apiabandoned2026-05-26
#32864custom-agile-metrics-appcompleted2026-05-26
#32862custom-agile-metrics-appcompleted2026-05-26
#32861custom-agile-metrics-appcompleted2026-05-26
#32859custom-agile-metrics-appcompleted2026-05-26
#32856jarvis-adminabandoned2026-05-26
#32858custom-agile-metrics-appcompleted2026-05-26
#32857custom-agile-metrics-appabandoned2026-05-26
#32855custom-agile-metrics-appcompleted2026-05-26
#32851custom-agile-metrics-appcompleted2026-05-25
#32850custom-agile-metrics-appcompleted2026-05-25
#32846custom-agile-metrics-appcompleted2026-05-25
#32843custom-agile-metrics-appcompleted2026-05-25
#32841custom-agile-metrics-appcompleted2026-05-25
#32373ads-monorepoabandoned2026-05-25
#32516ads-monorepocompleted2026-05-25
#32816custom-agile-metrics-appcompleted2026-05-25
#32811custom-agile-metrics-appcompleted2026-05-25
#32804custom-agile-metrics-appcompleted2026-05-25
#32803custom-agile-metrics-appcompleted2026-05-25
#32802custom-agile-metrics-appcompleted2026-05-25
#32798custom-agile-metrics-appcompleted2026-05-25
#32795custom-agile-metrics-appcompleted2026-05-25
#32794custom-agile-metrics-appcompleted2026-05-25
#32792custom-agile-metrics-appcompleted2026-05-25
#32772custom-agile-metrics-appabandoned2026-05-25
#32791custom-agile-metrics-appcompleted2026-05-25
#32789custom-agile-metrics-appcompleted2026-05-25
#32786custom-agile-metrics-appcompleted2026-05-25
#32785custom-agile-metrics-appcompleted2026-05-25
#32784custom-agile-metrics-appcompleted2026-05-25
#32783custom-agile-metrics-appcompleted2026-05-25
#32782custom-agile-metrics-appcompleted2026-05-25
#32781custom-agile-metrics-appcompleted2026-05-25
#32780custom-agile-metrics-appcompleted2026-05-25
#32779custom-agile-metrics-appcompleted2026-05-25
#32778custom-agile-metrics-appcompleted2026-05-25
#32777custom-agile-metrics-appcompleted2026-05-25
#32776custom-agile-metrics-appcompleted2026-05-25
#32775custom-agile-metrics-appcompleted2026-05-25
#32769custom-agile-metrics-appcompleted2026-05-25
#32767custom-agile-metrics-appcompleted2026-05-25
#32766custom-agile-metrics-appcompleted2026-05-25
#32765custom-agile-metrics-appcompleted2026-05-25
#32764custom-agile-metrics-appcompleted2026-05-25
#32763custom-agile-metrics-appcompleted2026-05-25
#32762custom-agile-metrics-appcompleted2026-05-25
#32761custom-agile-metrics-appcompleted2026-05-25
#32760custom-agile-metrics-appcompleted2026-05-25
#32759custom-agile-metrics-appcompleted2026-05-25
#32758custom-agile-metrics-appcompleted2026-05-25
#32757custom-agile-metrics-appcompleted2026-05-25
#32756custom-agile-metrics-appcompleted2026-05-25
#32755custom-agile-metrics-appcompleted2026-05-25
#32753custom-agile-metrics-appcompleted2026-05-25
AI Participation Rate
i
6.4%24 / 377Δ+6.4pp
tickets done with an AI agent assigned
24 agent tickets