Core Engineering Metrics

Delivery & Velocity

i
|30d90d180d365d|allagentshumansi

aggregation: P75 (document default is the median)

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

Time metrics — click to focus the chartagg:medianavgP75°P85P90
Lead Time (P75)i12.4dΔ-20.4d
created → done, waiting includedView tickets (251) →
Cycle Time (P75)i6.1dΔ-14.7d
In Progress → doneView tickets (251) →
Active Work Time (P75)i5.1wdΔ-5.7wd
8h/day cap · BambooHR · wd = hours ÷ 8View tickets (246) →
Time To First PR (P75)i1.2dΔ-1.4d
103 PR · 132 no PR · 16 PR-before-startView tickets (103) →
Lead Time for Changes (P75)i4.4dΔ-41.5d
first commit → in production (DORA)View tickets (546) →
#357990.1d
#358020.1d
#356864.0d
#357800.1d
#356854.0d
#357794.0d
#356874.0d
#357760.0d
#357750.0d
#357720.3d
#357730.3d
#357660.0d
#357590.0d
#357610.0d
#357570.1d
#357580.1d
#357530.0d
#357500.0d
#357420.0d
#357410.0d
#357340.0d
#357330.0d
#357280.0d
#357290.0d
#357210.1d
#357220.1d
#357230.1d
#357240.0d
#357250.0d
#357181.9d
#357190.0d
#357200.0d
#356901.1d
#356311.8d
#356331.8d
#357160.0d
#357140.0d
#356830.7d
#357120.0d
#357060.1d
#356840.7d
#356910.5d
#356641.3d
#356740.8d
#356980.0d
#356950.0d
#356930.0d
#356920.0d
#356820.3d
#356880.0d
#356890.0d
#356720.1d
#356810.0d
#356550.0d
#356540.0d
#356530.0d
#356520.0d
#356510.0d
#356490.0d
#356260.3d
i
Status Breakdown: 19 statuses
In Progress432.5241
On Hold341.722
Ready For Review250.7136
In Deployment101.376
Waiting for Client90.23
Ready To Test56.311
In Testing54.415
Ready For Live49.113
Ready To Merge40.875
To Do28.716excluded from Cycle
Approved for Sprint24.13excluded from Cycle
Ready For Canary19.711
Ready For Staging16.93
CODE REVIEW12.676
Selected for Development10.723excluded from Cycle
New8.02excluded from Cycle
Pending Review0.93
Approved0.85excluded from Cycle
Removed0.01

Quality & Reliability

·

Flow & Predictability

Bug Rate (environment unknown)
i
37bugs · 1.4/weekΔ-11
1 - Critical: 4 · 2 - High: 1 · 3 - Medium: 2 · Unspecified: 30expected ticket labels: production, prod (prod) · pre-prod, preprod, pre-production, staging, qa (pre-prod) configurable →
37 bugs
ADS-1455Unspecified2026-08-03
ADS-1451Unspecified2026-08-03
ADS-1447Unspecified2026-07-29
ADS-14441 - Critical2026-07-28
ADS-1441Unspecified2026-07-21
ADS-1381Unspecified2026-07-01
ADS-1377Unspecified2026-06-30
ADS-1374Unspecified2026-06-30
ADS-1356Unspecified2026-06-18
ADS-1354Unspecified2026-06-15
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
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 / 124Δ+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.
124 prod releases · 127 target deploys
ark-outstream.jsRelease-38stable1succeeded2026-08-10
display-ads.jsRelease-648stable1succeeded2026-08-10
ark-outstream.jsRelease-36stable1succeeded2026-08-09
jarvis-adminRelease-83Production1succeeded2026-08-08
jarvis-adminRelease-82Production1succeeded2026-08-08
jarvis-adminRelease-81Production1succeeded2026-08-08
jarvis-adminRelease-80Production1succeeded2026-08-07
jarvis-adminRelease-79Production1succeeded2026-08-07
jarvis-adminRelease-78Production1succeeded2026-08-07
ark-outstream.jsRelease-35stable1succeeded2026-08-07
jarvis-adminRelease-77Production1succeeded2026-08-07
jarvis-adminRelease-76Production1succeeded2026-08-07
jarvis-adminRelease-75Production1succeeded2026-08-07
jarvis-adminRelease-74Production1succeeded2026-08-06
jarvis-adminRelease-73Production1succeeded2026-08-06
jarvis-adminRelease-72Production1succeeded2026-08-06
jarvis-adminRelease-71Production1succeeded2026-08-06
ark-outstream.jsRelease-32stable1succeeded2026-08-06
jarvis-adminRelease-70Production1succeeded2026-08-06
ark-outstream.jsRelease-30stable1succeeded2026-08-06
jarvis-adminRelease-69Production1succeeded2026-08-06
ark-outstream.jsRelease-29stable1succeeded2026-08-06
ark-outstream.jsRelease-28stable1succeeded2026-08-06
ark-outstream.jsRelease-27stable1succeeded2026-08-06
jarvis-adminRelease-68Production1succeeded2026-08-06
jarvis-adminRelease-67Production1succeeded2026-08-06
jarvis-adminRelease-66Production1succeeded2026-08-05
jarvis-adminRelease-65Production1succeeded2026-08-05
jarvis-adminRelease-64Production1succeeded2026-08-05
ark-outstream.jsRelease-25stable1succeeded2026-08-05
jarvis-adminRelease-63Production1succeeded2026-08-05
jarvis-adminRelease-62Production1succeeded2026-08-05
jarvis-adminRelease-61Production1succeeded2026-08-05
jarvis-adminRelease-60Production1succeeded2026-08-05
jarvis-adminRelease-59Production1succeeded2026-08-05
jarvis-adminRelease-58Production1succeeded2026-08-04
jarvis-adminRelease-57Production1succeeded2026-08-04
ark-outstream.jsRelease-23stable1succeeded2026-08-04
ark-outstream.jsRelease-22stable1succeeded2026-08-04
jarvis-adminRelease-56Production1succeeded2026-08-04
jarvis-adminRelease-55Production1succeeded2026-08-04
jarvis-adminRelease-54Production1succeeded2026-08-04
jarvis-adminRelease-53Production1succeeded2026-08-04
jarvis-adminRelease-52Production1succeeded2026-08-04
jarvis-adminRelease-51Production1succeeded2026-08-04
jarvis-adminRelease-50Production1succeeded2026-08-04
jarvis-adminRelease-49Production1succeeded2026-08-04
ark-outstream.jsRelease-21stable1succeeded2026-08-04
jarvis-adminRelease-48Production1succeeded2026-08-04
ark-outstream.jsRelease-20stable1succeeded2026-08-04
jarvis-adminRelease-47Production1succeeded2026-08-04
ark-outstream.jsRelease-19stable1succeeded2026-08-04
ark-outstream.jsRelease-18stable1succeeded2026-08-03
jarvis-adminRelease-46Production1succeeded2026-08-03
jarvis-adminRelease-45Production1succeeded2026-08-03
jarvis-apiRelease-70Production1succeeded2026-08-03
jarvis-adminRelease-44Production1succeeded2026-08-03
jarvis-adminRelease-43Production1succeeded2026-08-03
jarvis-adminRelease-42Production1succeeded2026-08-03
jarvis-adminRelease-41Production1succeeded2026-08-03
jarvis-adminRelease-40Production1succeeded2026-08-03
jarvis-adminRelease-39Production1succeeded2026-08-03
jarvis-adminRelease-38Production1succeeded2026-08-03
jarvis-adminRelease-37Production1succeeded2026-08-03
jarvis-adminRelease-36Production1succeeded2026-08-02
jarvis-adminRelease-35Production1succeeded2026-08-02
jarvis-adminRelease-34Production1succeeded2026-08-02
jarvis-adminRelease-33Production1succeeded2026-08-02
jarvis-adminRelease-32Production1succeeded2026-08-02
jarvis-adminRelease-31Production1succeeded2026-08-02
jarvis-adminRelease-30Production1succeeded2026-08-02
jarvis-adminRelease-29Production1succeeded2026-08-02
jarvis-adminRelease-28Production1succeeded2026-08-02
jarvis-adminRelease-27Production1succeeded2026-08-01
jarvis-adminRelease-26Production1succeeded2026-08-01
jarvis-adminRelease-25Production1succeeded2026-08-01
jarvis-adminRelease-24Production1succeeded2026-08-01
jarvis-adminRelease-23Production1succeeded2026-08-01
jarvis-adminRelease-22Production1succeeded2026-08-01
ark-outstream.jsRelease-17stable1succeeded2026-08-01
ark-outstream.jsRelease-16stable1succeeded2026-08-01
jarvis-adminRelease-21Production1succeeded2026-08-01
jarvis-adminRelease-20Production1succeeded2026-08-01
jarvis-adminRelease-19Production1succeeded2026-07-31
ark-outstream.jsRelease-72 envs2succeeded2026-07-31
ark-outstream.jsRelease-14stable1succeeded2026-07-31
ark-outstream.jsRelease-15stable1succeeded2026-07-31
display-ads.jsRelease-624stable1succeeded2026-07-29
video-ads.jsRelease-59stable1succeeded2026-07-29
display-ads.jsRelease-623stable1succeeded2026-07-29
display-ads.jsRelease-621stable1succeeded2026-07-28
jarvis-adminRelease-18Production1succeeded2026-07-15
ark-outstream.jsRelease-6stable1succeeded2026-07-15
jarvis-adminRelease-17Production1succeeded2026-07-15
jarvis-adminRelease-16Production1succeeded2026-07-14
jarvis-adminRelease-15Production1succeeded2026-07-14
ark-outstream.jsRelease-5stable1succeeded2026-07-14
display-ads.jsRelease-620stable1succeeded2026-07-13
jarvis-apiRelease-69Production1succeeded2026-07-02
video-ads.jsRelease-56stable1succeeded2026-06-29
Deployment Frequency
i
1240.7/d · 4.8/w · 20.7/mΔ+117
successful production deployments · 127 infrastructure-target deploys behind them · 3 without release identity — counted per run until the next sync
Throughput
i
251tickets · 9.8/weekΔ+94
agents 25 · humans 226
251 tickets
ADS-1463Taskhuman2026-08-07
ADS-1455Bughuman2026-08-04
ADS-1446Taskhuman2026-08-03
ADS-1424Taskhuman2026-08-03
ADS-1450PBIhuman2026-08-03
ADS-1451Bughuman2026-08-03
ADS-1448PBIhuman2026-08-03
ADS-1445PBIhuman2026-07-30
ADS-1447Bughuman2026-07-30
ADS-1418Taskhuman2026-07-30
ADS-1417Taskhuman2026-07-30
ADS-1442PBIhuman2026-07-24
ADS-1441Bughuman2026-07-24
ADS-1443PBIhuman2026-07-24
ADS-1416Taskhuman2026-07-24
ADS-1415Taskhuman2026-07-24
ADS-1436Sub-taskhuman2026-07-22
ADS-1439Sub-taskhuman2026-07-22
ADS-1434Sub-taskhuman2026-07-22
ADS-1440Sub-taskhuman2026-07-22
ADS-1438Sub-taskhuman2026-07-22
ADS-1437Sub-taskhuman2026-07-22
ADS-1435Sub-taskhuman2026-07-22
ADS-1411PBIhuman2026-07-22
ADS-1432Sub-taskhuman2026-07-22
ADS-1431Sub-taskhuman2026-07-22
ADS-1385Taskhuman2026-07-16
ADS-1433PBIhuman2026-07-15
ADS-1398Taskhuman2026-07-14
ADS-1373PBIhuman2026-07-14
ADS-1413PBIhuman2026-07-13
ADS-1412PBIhuman2026-07-13
ADS-1399PBIhuman2026-07-10
ADS-1408PBIhuman2026-07-09
ADS-1348PBIhuman2026-07-09
ADS-1409Taskhuman2026-07-08
ADS-1397PBIhuman2026-07-08
ADS-1347PBIhuman2026-07-08
ADS-1407Sub-taskhuman2026-07-07
ADS-1406Sub-taskhuman2026-07-07
ADS-1401Sub-taskhuman2026-07-07
ADS-1405Sub-taskhuman2026-07-07
ADS-1404Sub-taskhuman2026-07-07
ADS-1403Sub-taskhuman2026-07-07
ADS-1402Sub-taskhuman2026-07-07
ADS-1400Sub-taskhuman2026-07-07
ADS-1384PBIhuman2026-07-07
ADS-1382Taskhuman2026-07-06
ADS-1380PBIhuman2026-07-06
ADS-1372PBIhuman2026-07-06
ADS-1371PBIhuman2026-07-06
ADS-1307PBIhuman2026-07-06
ADS-1302PBIhuman2026-07-06
ADS-1301PBIhuman2026-07-06
ADS-1355Taskhuman2026-07-03
ADS-1381Bughuman2026-07-02
ADS-1379PBIAI agent2026-07-02
ADS-1374Bughuman2026-06-30
ADS-1370PBIhuman2026-06-30
ADS-1369PBIhuman2026-06-30
ADS-1368PBIhuman2026-06-30
ADS-1378PBIhuman2026-06-30
ADS-1377Bughuman2026-06-30
ADS-1376PBIhuman2026-06-30
ADS-1375PBIhuman2026-06-30
ADS-1352PBIhuman2026-06-30
ADS-1268Taskhuman2026-06-30
ADS-1359PBIhuman2026-06-29
ADS-1360PBIhuman2026-06-29
ADS-1362PBIhuman2026-06-29
ADS-1358PBIhuman2026-06-29
ADS-1361PBIhuman2026-06-29
ADS-1363PBIhuman2026-06-29
ADS-1346PBIhuman2026-06-24
ADS-1343PBIhuman2026-06-23
ADS-1344PBIhuman2026-06-23
ADS-1345PBIhuman2026-06-23
ADS-1357Taskhuman2026-06-22
ADS-1284PBIhuman2026-06-16
ADS-1340PBIhuman2026-06-16
ADS-1354Bughuman2026-06-15
ADS-1300PBIhuman2026-06-15
ADS-1267Taskhuman2026-06-15
ADS-1308PBIhuman2026-06-15
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
Planned vs Unplanned
i
10.4%225 / 26Δ-7.4pp
Bug/Incident ∨ unplanned_work
26 unplanned
PR Throughput
i
549merged · 21.3/weekΔ+387
306 abandoned → 64.2% accepted
855 PRs
#35802ads-monorepocompleted2026-08-10
#35799ads-monorepocompleted2026-08-10
#35782ads-monorepoabandoned2026-08-09
#35781ads-monorepoabandoned2026-08-09
#35778ads-monorepoabandoned2026-08-09
#35687ads-monorepocompleted2026-08-09
#35730ads-monorepoabandoned2026-08-09
#35780ark-eyecompleted2026-08-09
#35779ads-infracompleted2026-08-09
#35686ark-eyecompleted2026-08-09
#35685ads-infracompleted2026-08-09
#35776jarvis-admincompleted2026-08-08
#35775jarvis-admincompleted2026-08-08
#32894jarvis-adminabandoned2026-08-08
#32874jarvis-adminabandoned2026-08-08
#32588jarvis-adminabandoned2026-08-08
#32906jarvis-adminabandoned2026-08-08
#35773jarvis-admincompleted2026-08-08
#35772ark-eyecompleted2026-08-08
#35766jarvis-admincompleted2026-08-07
#35761jarvis-admincompleted2026-08-07
#35759jarvis-admincompleted2026-08-07
#35758ads-infracompleted2026-08-07
#35757ads-infracompleted2026-08-07
#35753ads-monorepocompleted2026-08-07
#35750jarvis-admincompleted2026-08-07
#35742jarvis-admincompleted2026-08-07
#35741jarvis-admincompleted2026-08-07
#32921ads-monorepoabandoned2026-08-06
#35057ads-monorepoabandoned2026-08-06
#35734jarvis-admincompleted2026-08-06
#35733jarvis-admincompleted2026-08-06
#35729jarvis-admincompleted2026-08-06
#35728ark-eyecompleted2026-08-06
#35725ads-pr-ad-reviewcompleted2026-08-06
#35724ads-pr-ad-reviewcompleted2026-08-06
#35718ads-monorepocompleted2026-08-06
#35723ads-pr-ad-reviewcompleted2026-08-06
#35722ads-pr-ad-reviewcompleted2026-08-06
#35721ads-pr-ad-reviewcompleted2026-08-06
#35720ads-pr-ad-reviewcompleted2026-08-06
#35719jarvis-admincompleted2026-08-06
#35633ads-monorepocompleted2026-08-06
#35690ads-pr-ad-reviewcompleted2026-08-06
#35631ads-monorepocompleted2026-08-06
#35716ads-monorepocompleted2026-08-06
#35714jarvis-admincompleted2026-08-06
#35683ads-monorepocompleted2026-08-06
#35712jarvis-admincompleted2026-08-06
#35706ads-monorepocompleted2026-08-06
#35691ads-monorepocompleted2026-08-06
#35684ads-monorepocompleted2026-08-06
#35674ads-monorepocompleted2026-08-06
#35664ads-monorepocompleted2026-08-06
#35698jarvis-admincompleted2026-08-06
#35695jarvis-admincompleted2026-08-06
#35693jarvis-admincompleted2026-08-05
#35692jarvis-admincompleted2026-08-05
#35689jarvis-admincompleted2026-08-05
#35688ark-eyecompleted2026-08-05
#35682ark-eyecompleted2026-08-05
#35681ads-monorepocompleted2026-08-05
#35672ads-monorepocompleted2026-08-05
#35655jarvis-admincompleted2026-08-05
#35654jarvis-admincompleted2026-08-05
#35653jarvis-admincompleted2026-08-05
#35652jarvis-admincompleted2026-08-04
#35651ads-monorepocompleted2026-08-04
#35626ads-monorepocompleted2026-08-04
#35649ads-infracompleted2026-08-04
#35647ads-infracompleted2026-08-04
#35646jarvis-admincompleted2026-08-04
#35648ark-eyecompleted2026-08-04
#35644jarvis-admincompleted2026-08-04
#35641jarvis-admincompleted2026-08-04
#35642ark-eyecompleted2026-08-04
#35643ark-eyecompleted2026-08-04
#35640ads-infracompleted2026-08-04
#35634jarvis-admincompleted2026-08-04
#35627ark-eyecompleted2026-08-04
#35628ark-eyecompleted2026-08-04
#35625ark-eyecompleted2026-08-04
#35623ark-eyecompleted2026-08-04
#35622ark-eyecompleted2026-08-04
#35621ark-eyecompleted2026-08-04
#35620ark-eyeabandoned2026-08-04
#35619ark-eyecompleted2026-08-04
#35618ark-eyecompleted2026-08-04
#32571jarvis-adminabandoned2026-08-04
#32548jarvis-adminabandoned2026-08-04
#35616jarvis-admincompleted2026-08-04
#35615jarvis-admincompleted2026-08-04
#35611jarvis-admincompleted2026-08-04
#35606ads-monorepocompleted2026-08-04
#35608jarvis-admincompleted2026-08-04
#35602ads-monorepocompleted2026-08-04
#32920jarvis-adminabandoned2026-08-04
#33903jarvis-adminabandoned2026-08-04
#35601jarvis-admincompleted2026-08-04
#35595ads-monorepocompleted2026-08-04
AI Participation Rate
i
10%25 / 251Δ+10pp
tickets done with an AI agent assigned
25 agent tickets