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)i5.8dΔ-0.2d
created → done, waiting includedView tickets (9) →
ADS-13791.1d
ADS-13360.3d
ADS-12944.1d
ADS-12881.0d
ADS-12850.2d
ADS-12267.8d
ADS-12257.8d
ADS-12740.3d
ADS-12245.8d
Cycle Time (P75)i1.1dΔ-3d
In Progress → doneView tickets (9) →
ADS-13791.1d
ADS-13360.3d
ADS-12944.0d
ADS-12881.0d
ADS-12850.1d
ADS-12260.1d
ADS-12250.1d
ADS-12740.3d
ADS-12245.8d
Active Work Time (P75)i2.1wdΔ-0.9wd
8h/day cap · BambooHR · wd = hours ÷ 8View tickets (9) →
ADS-13792.0wd
ADS-13361.0wd
ADS-12943.0wd
ADS-12882.0wd
ADS-12850.4wd
ADS-12260.2wd
ADS-12250.2wd
ADS-12740.9wd
ADS-12242.2wd
Time To First PR (P75)i0.1dΔ-3.4d
2 PR · 7 no PRView tickets (2) →
ADS-12940.1d
ADS-12240.0d
Lead Time for Changes (P75)i4dΔ-4.6d
first commit → in production (DORA)View tickets (456) →
#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: 7 statuses
Ready For Review7.19
Ready To Merge4.91
In Progress0.98
Selected for Development0.16excluded from Cycle
In Deployment0.11
CODE REVIEW0.02
On Hold0.01

Quality & Reliability

·

Flow & Predictability

Bug Rate (environment unknown)
i
17bugs · 1.3/weekΔ-3
1 - Critical: 2 · 2 - High: 1 · Unspecified: 14 — expected ticket labels: production, prod (prod) · pre-prod, preprod, pre-production, staging, qa (pre-prod) configurable →
17 bugs
ADS-1455Unspecified—2026-08-03
ADS-1451Unspecified—2026-08-03
ADS-1447Unspecified—2026-07-29
ADS-14441 - Critical—2026-07-28
ADS-1441Unspecified—2026-07-21
ADS-1381Unspecified—2026-07-01
ADS-1377Unspecified—2026-06-30
ADS-1374Unspecified—2026-06-30
ADS-1356Unspecified—2026-06-18
ADS-1354Unspecified—2026-06-15
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
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 / 112Δ+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.
112 prod releases · 115 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
1121.2/d · 8.7/w · 37.3/mΔ+100
successful production deployments · 115 infrastructure-target deploys behind them · 2 without release identity — counted per run until the next sync
Throughput
i
9tickets · 0.7/weekΔ-7
agents 9 · humans 0
9 tickets
ADS-1379PBIAI agent2026-07-02
ADS-1336TaskAI agent2026-06-03
ADS-1294PBIAI agent2026-05-26
ADS-1288TaskAI agent2026-05-22
ADS-1285TaskAI agent2026-05-20
ADS-1226TaskAI agent2026-05-20
ADS-1225TaskAI agent2026-05-20
ADS-1274TaskAI agent2026-05-18
ADS-1224TaskAI agent2026-05-18
Planned vs Unplanned
i
0%9 / 0Δ-6.3pp
Bug/Incident ∨ unplanned_work
PR Throughput
i
458merged · 35.6/weekΔ+367
65 abandoned → 87.6% accepted
523 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
6.8%9 / 132Δ-6.6pp
tickets done with an AI agent assigned
9 agent tickets
ADS-1379PBI
ADS-1336Task
ADS-1294PBI
ADS-1288Task
ADS-1285Task
ADS-1226Task
ADS-1225Task
ADS-1274Task
ADS-1224Task