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)i5.8d
created → done, waiting includedView tickets (25) →
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
ADS-340279.7d
ADS-9890.3d
ADS-9520.2d
ADS-9510.2d
ADS-9471.0d
ADS-9451.0d
ADS-8995.8d
ADS-9400.1d
ADS-9381.5d
ADS-9281.1d
ADS-9291.1d
ADS-8396.8d
ADS-6707.1d
ADS-66314.1d
ADS-6685.7d
ADS-6695.7d
Cycle Time (P75)i3.9d
In Progress → doneView tickets (25) →
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
ADS-3403.9d
ADS-9890.0d
ADS-9520.0d
ADS-9510.0d
ADS-9471.0d
ADS-9450.9d
ADS-8995.8d
ADS-9400.1d
ADS-9381.5d
ADS-9280.8d
ADS-9290.1d
ADS-8396.8d
ADS-6707.1d
ADS-6632.0d
ADS-6683.8d
ADS-6694.8d
Active Work Time (P75)i2.7wd
8h/day cap · BambooHR · wd = hours ÷ 8View tickets (25) →
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
ADS-3403.0wd
ADS-9890.0wd
ADS-9520.0wd
ADS-9510.0wd
ADS-9471.3wd
ADS-9451.3wd
ADS-8994.9wd
ADS-9400.2wd
ADS-9380.0wd
ADS-9281.6wd
ADS-9290.2wd
ADS-8396.0wd
ADS-6706.0wd
ADS-6632.8wd
ADS-6683.1wd
ADS-6692.3wd
Time To First PR (P75)i3.3d
17 PR · 8 no PRView tickets (17) →
ADS-12940.1d
ADS-95220.3d
ADS-95119.5d
ADS-12240.0d
ADS-3400.1d
ADS-9470.1d
ADS-9450.1d
ADS-9400.0d
ADS-9380.0d
ADS-9290.0d
ADS-9280.0d
ADS-6630.1d
ADS-8990.0d
ADS-6705.0d
ADS-6683.3d
ADS-6693.7d
ADS-8390.0d
Lead Time for Changes (P75)i8dΔ-209.1d
first commit → in production (DORA)View tickets (712) →
#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: 12 statuses
Ready For Review25.822
In Progress8.024
Ready To Merge6.75
On Hold5.58
Ready For Live4.72
To Do1.711excluded from Cycle
Approved0.53excluded from Cycle
Selected for Development0.17excluded from Cycle
In Deployment0.15
CODE REVIEW0.06
Pending Review0.02
Ready For Canary0.01

Quality & Reliability

·

Flow & Predictability

Bug Rate (environment unknown)
i
85bugs · 1.6/weekΔ+30
1 - Critical: 4 · 2 - High: 8 · 3 - Medium: 10 · Unspecified: 63 — expected ticket labels: production, prod (prod) · pre-prod, preprod, pre-production, staging, qa (pre-prod) configurable →
85 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
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
ADS-4852 - High—2025-12-10
ADS-472Unspecified—2025-11-30
ADS-470Unspecified—2025-11-25
ADS-468Unspecified—2025-11-21
ADS-465Unspecified—2025-11-17
ADS-462Unspecified—2025-11-10
ADS-445Unspecified—2025-10-21
ADS-444Unspecified—2025-10-20
ADS-443Unspecified—2025-10-20
ADS-442Unspecified—2025-10-17
ADS-441Unspecified—2025-10-17
ADS-440Unspecified—2025-10-17
ADS-439Unspecified—2025-10-17
ADS-437Unspecified—2025-10-17
ADS-4352 - High—2025-10-15
ADS-4342 - High—2025-10-15
ADS-433Unspecified—2025-10-15
ADS-428Unspecified—2025-10-14
ADS-427Unspecified—2025-10-14
ADS-425Unspecified—2025-10-13
ADS-4153 - Medium—2025-10-10
ADS-414Unspecified—2025-10-10
ADS-4093 - Medium—2025-10-06
ADS-407Unspecified—2025-10-06
ADS-404Unspecified—2025-09-29
ADS-4032 - High—2025-09-29
ADS-401Unspecified—2025-09-29
ADS-4863 - Medium—2025-09-22
ADS-3882 - High—2025-09-22
ADS-374Unspecified—2025-09-19
ADS-373Unspecified—2025-09-19
ADS-3603 - Medium—2025-09-09
ADS-359Unspecified—2025-09-08
ADS-3542 - High—2025-09-04
ADS-351Unspecified—2025-09-02
ADS-3483 - Medium—2025-09-01
ADS-334Unspecified—2025-08-21
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 / 131Δ+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.
131 prod releases · 134 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
1310.4/d · 2.5/w · 10.8/mΔ+128
successful production deployments · 134 infrastructure-target deploys behind them · 5 without release identity — counted per run until the next sync
Throughput
i
25tickets · 0.5/weekΔ+25
agents 25 · humans 0
25 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
ADS-340PBIAI agent2026-05-08
ADS-989TaskAI agent2026-05-04
ADS-952PBIAI agent2026-04-29
ADS-951PBIAI agent2026-04-29
ADS-947PBIAI agent2026-04-28
ADS-945PBIAI agent2026-04-28
ADS-899PBIAI agent2026-04-27
ADS-940PBIAI agent2026-04-27
ADS-938PBIAI agent2026-04-26
ADS-928Sub-taskAI agent2026-04-24
ADS-929Sub-taskAI agent2026-04-24
ADS-839PBIAI agent2026-04-24
ADS-670PBIAI agent2026-04-23
ADS-663BugAI agent2026-04-23
ADS-668PBIAI agent2026-04-22
ADS-669PBIAI agent2026-04-22
Planned vs Unplanned
i
4%24 / 1
Bug/Incident ∨ unplanned_work
1 unplanned
ADS-663Bug
PR Throughput
i
715merged · 13.7/weekΔ+584
317 abandoned → 69.3% accepted
1032 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
6.1%25 / 412Δ+6.1pp
tickets done with an AI agent assigned
25 agent tickets
ADS-1379PBI
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