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)i5.8dΔ-9.3d
created → done, waiting includedView tickets (215) →
ADS-131116.7d
ADS-128119.8d
ADS-128219.8d
ADS-131510.3d
ADS-13256.6d
ADS-13370.8d
ADS-13360.3d
ADS-13272.0d
ADS-13262.0d
ADS-13242.0d
ADS-13232.0d
ADS-13222.0d
ADS-13212.0d
ADS-13202.0d
ADS-13192.0d
ADS-13181.3d
ADS-96127.9d
ADS-12778.1d
ADS-12768.1d
ADS-124113.1d
ADS-12944.1d
ADS-96325.9d
ADS-95625.1d
ADS-95525.1d
ADS-65659.0d
ADS-65559.0d
ADS-12359.0d
ADS-12881.0d
ADS-12870.2d
ADS-12850.2d
ADS-12267.8d
ADS-12257.8d
ADS-12740.3d
ADS-249335.1d
ADS-12245.8d
ADS-12400.3d
ADS-12390.3d
ADS-12380.3d
ADS-12370.3d
ADS-12360.3d
ADS-12290.5d
ADS-12270.8d
ADS-10146.9d
ADS-12330.4d
ADS-12320.4d
ADS-12310.4d
ADS-12340.4d
ADS-12300.4d
ADS-10154.9d
ADS-10740.0d
ADS-10730.0d
ADS-10720.0d
ADS-10710.0d
ADS-10161.8d
ADS-340279.7d
ADS-10360.0d
ADS-10350.0d
ADS-10340.0d
ADS-10330.0d
ADS-10320.0d
Cycle Time (median)i1.7dΔ-6.2d
In Progress → doneView tickets (215) →
ADS-13117.7d
ADS-128113.0d
ADS-128213.0d
ADS-13159.5d
ADS-13256.2d
ADS-13370.8d
ADS-13360.3d
ADS-13270.0d
ADS-13260.0d
ADS-13241.7d
ADS-13231.8d
ADS-13221.7d
ADS-13211.7d
ADS-13201.8d
ADS-13191.8d
ADS-13181.3d
ADS-9611.8d
ADS-12777.9d
ADS-12767.9d
ADS-124112.5d
ADS-12944.0d
ADS-9630.0d
ADS-9560.0d
ADS-9557.1d
ADS-6567.1d
ADS-65512.3d
ADS-12351.0d
ADS-12881.0d
ADS-12870.0d
ADS-12850.1d
ADS-12260.1d
ADS-12250.1d
ADS-12740.3d
ADS-2499.8d
ADS-12245.8d
ADS-12400.3d
ADS-12390.3d
ADS-12380.3d
ADS-12370.3d
ADS-12360.3d
ADS-12290.5d
ADS-12270.8d
ADS-10145.0d
ADS-12330.4d
ADS-12320.4d
ADS-12310.4d
ADS-12340.4d
ADS-12300.4d
ADS-10154.8d
ADS-10740.0d
ADS-10730.0d
ADS-10720.0d
ADS-10710.0d
ADS-10160.0d
ADS-3403.9d
ADS-10360.0d
ADS-10350.0d
ADS-10340.0d
ADS-10330.0d
ADS-10320.0d
Active Work Time (median)i2.1wdΔ-3wd
8h/day cap · BambooHR · wd = hours ÷ 8View tickets (205) →
ADS-13117.0wd
ADS-128110.0wd
ADS-128210.0wd
ADS-13156.3wd
ADS-13254.7wd
ADS-13372.0wd
ADS-13361.0wd
ADS-13270.0wd
ADS-13260.0wd
ADS-13242.6wd
ADS-13232.9wd
ADS-13222.6wd
ADS-13212.6wd
ADS-13202.9wd
ADS-13193.0wd
ADS-13182.0wd
ADS-9613.0wd
ADS-12777.0wd
ADS-12767.0wd
ADS-12419.0wd
ADS-12943.0wd
ADS-9630.0wd
ADS-9560.0wd
ADS-9556.0wd
ADS-6566.0wd
ADS-6559.0wd
ADS-12352.0wd
ADS-12882.0wd
ADS-12870.0wd
ADS-12850.4wd
ADS-12260.2wd
ADS-12250.2wd
ADS-12740.9wd
ADS-2496.0wd
ADS-12242.2wd
ADS-12400.8wd
ADS-12390.8wd
ADS-12380.8wd
ADS-12370.8wd
ADS-12360.8wd
ADS-12291.0wd
ADS-12271.9wd
ADS-10144.0wd
ADS-12331.0wd
ADS-12321.0wd
ADS-12311.0wd
ADS-12341.0wd
ADS-12301.0wd
ADS-10154.0wd
ADS-10740.0wd
ADS-10730.0wd
ADS-10720.0wd
ADS-10710.0wd
ADS-10160.0wd
ADS-3403.0wd
ADS-10360.0wd
ADS-10350.0wd
ADS-10340.0wd
ADS-10330.0wd
ADS-10320.0wd
Time To First PR (median)i0.2dΔ+0d
67 PR · 137 no PR · 11 PR-before-startView tickets (67) →
ADS-13110.0d
ADS-9610.0d
ADS-12810.0d
ADS-12820.0d
ADS-12940.1d
ADS-12350.0d
ADS-95220.3d
ADS-95119.5d
ADS-12410.0d
ADS-6550.0d
ADS-12240.0d
ADS-10143.0d
ADS-10160.0d
ADS-10150.0d
ADS-9940.0d
ADS-3400.1d
ADS-9770.1d
ADS-9470.1d
ADS-9450.1d
ADS-9410.0d
ADS-9362.9d
ADS-9400.0d
ADS-9380.0d
ADS-9290.0d
ADS-9280.0d
ADS-8981.9d
ADS-6630.1d
ADS-8990.0d
ADS-6705.0d
ADS-6683.3d
ADS-6693.7d
ADS-8390.0d
ADS-6466.3d
ADS-6534.7d
ADS-6495.3d
ADS-6485.2d
ADS-6475.1d
ADS-6500.5d
ADS-6251.0d
ADS-5811.2d
ADS-5801.2d
ADS-5794.2d
ADS-6210.0d
ADS-53516.2d
ADS-6290.0d
ADS-5780.2d
ADS-6300.0d
ADS-5835.3d
ADS-5761.2d
ADS-5825.0d
ADS-5742.8d
ADS-5422.0d
ADS-5410.2d
ADS-5280.2d
ADS-4910.1d
ADS-5211.4d
ADS-5220.2d
ADS-5206.1d
ADS-5110.2d
ADS-5050.2d
Lead Time for Changes (median)i3.3dΔ-33.9d
first commit → in production (DORA)View tickets (324) →
#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: 19 statuses
In Progress797.5198
On Hold481.020
Ready For Review139.795
Waiting for Client98.34
Ready For Canary76.923
Ready To Test70.516
Ready For Live66.823
In Testing63.919
In Deployment48.951
To Do28.717excluded from Cycle
Approved for Sprint24.13excluded from Cycle
Approved20.96excluded from Cycle
Ready For Staging16.93
New8.23excluded from Cycle
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
38bugs · 1.5/weekΔ-6
1 - Critical: 3 · 2 - High: 2 · 3 - Medium: 5 · Unspecified: 28 — expected ticket labels: production, prod (prod) · pre-prod, preprod, pre-production, staging, qa (pre-prod) configurable →
38 bugs
ADS-13181 - Critical—2026-06-01
ADS-1313Unspecified—2026-05-28
ADS-12922 - High—2026-05-21
ADS-1289Unspecified—2026-05-21
ADS-1243Unspecified—2026-05-15
ADS-1242Unspecified—2026-05-15
ADS-1235Unspecified—2026-05-13
ADS-1228IMC-65Unspecified—2026-05-12
ADS-12273 - Medium—2026-05-12
ADS-1016Unspecified—2026-05-06
ADS-1015Unspecified—2026-05-06
ADS-977Unspecified—2026-05-01
ADS-934Unspecified—2026-04-24
ADS-663Unspecified—2026-04-09
ADS-662Unspecified—2026-04-09
ADS-652IMC-563 - Medium—2026-03-27
ADS-650Unspecified—2026-03-25
ADS-647Unspecified—2026-03-24
ADS-646IMC-62Unspecified—2026-03-24
ADS-643Unspecified—2026-03-16
ADS-630Unspecified—2026-03-05
ADS-625Unspecified—2026-03-04
ADS-624Unspecified—2026-03-04
ADS-622Unspecified—2026-02-28
ADS-6191 - Critical—2026-02-23
ADS-604Unspecified—2026-02-23
ADS-5841 - Critical—2026-02-17
ADS-525Unspecified—2026-01-26
ADS-524Unspecified—2026-01-26
ADS-5083 - Medium—2026-01-19
ADS-507Unspecified—2026-01-16
ADS-5062 - High—2026-01-16
ADS-5013 - Medium—2026-01-15
ADS-5003 - Medium—2026-01-12
ADS-499Unspecified—2026-01-09
ADS-498Unspecified—2026-01-09
ADS-497Unspecified—2026-01-07
ADS-494Unspecified—2025-12-27
Pre-Prod Bug Rate
i
—
unavailable until tickets carry environment labels — expected ticket labels: pre-prod, preprod, pre-production, staging, qa configurable →
Change Failure Rate
i
0%0 failed / 29Δ+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.
29 prod deploys
IMC failure review candidates (1) — never auto-counted
IMC-66 · 2026-05-14 · P2 - Minor degradation · User blocked · USAT Deckorators ad covering game — if 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
Deployment Frequency
i
290.2/d · 1.1/w · 4.8/mΔ+26
successful production deployments
Throughput
i
215tickets · 8.4/weekΔ+52
agents 24 · humans 191
215 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
12.1%189 / 26Δ-5.1pp
Bug/Incident ∨ unplanned_work
26 unplanned
ADS-1318Bug
ADS-1235Bug
ADS-1227Bug
ADS-1015Bug
ADS-1016Bug
ADS-977Bug
ADS-646Bug
ADS-663Bug
ADS-650Bug
ADS-625Bug
ADS-275Bug
ADS-647Bug
ADS-494Bug
ADS-500Bug
ADS-501Bug
ADS-624Bug
ADS-643Bug
ADS-630Bug
ADS-441Bug
ADS-525Bug
ADS-472Bug
ADS-498Bug
ADS-506Bug
ADS-499Bug
ADS-291Bug
ADS-465Bug
PR Throughput
i
330merged · 12.8/weekΔ+165
253 abandoned → 56.6% accepted
583 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
11.2%24 / 215Δ+11.2pp
tickets done with an AI agent assigned
24 agent tickets
ADS-1336Task
ADS-1294PBI
ADS-1288Task
ADS-1285Task
ADS-1226Task
ADS-1225Task
ADS-1274Task
ADS-1224Task
ADS-340PBI
ADS-989Task
ADS-952PBI
ADS-951PBI
ADS-947PBI
ADS-945PBI
ADS-899PBI
ADS-940PBI
ADS-938PBI
ADS-928Sub-task
ADS-929Sub-task
ADS-839PBI
ADS-670PBI
ADS-663Bug
ADS-668PBI
ADS-669PBI