Core Engineering Metrics

Delivery & Velocity

i
ADSEVO|30d90d180d365d|allagentshumansi
Time metrics — click to focus the chartActive:cal. dayswork days°hours
Lead Time (median)i3.9dΔ-2.8d
created → done, waiting includedView tickets (124) →
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)i1.5dΔ-1.2d
In Progress → doneView tickets (124) →
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)i0.7dΔ-0.3d
≤ cycle · 8h/day cap · BambooHRView tickets (121) →
ADS-13112.3d
ADS-12813.3d
ADS-12823.3d
ADS-13152.1d
ADS-13251.6d
ADS-13370.7d
ADS-13360.3d
ADS-13270.0d
ADS-13260.0d
ADS-13240.9d
ADS-13231.0d
ADS-13220.9d
ADS-13210.9d
ADS-13201.0d
ADS-13191.0d
ADS-13180.7d
ADS-9611.0d
ADS-12772.3d
ADS-12762.3d
ADS-12413.3d
ADS-12941.0d
ADS-9630.0d
ADS-9560.0d
ADS-9552.0d
ADS-6562.0d
ADS-6553.0d
ADS-12350.7d
ADS-12880.7d
ADS-12870.0d
ADS-12850.1d
ADS-12260.1d
ADS-12250.1d
ADS-12740.3d
ADS-2492.3d
ADS-12240.7d
ADS-12400.3d
ADS-12390.3d
ADS-12380.3d
ADS-12370.3d
ADS-12360.3d
ADS-12290.3d
ADS-12270.6d
ADS-10141.3d
ADS-12330.3d
ADS-12320.3d
ADS-12310.3d
ADS-12340.3d
ADS-12300.3d
ADS-10151.3d
ADS-10740.0d
ADS-10730.0d
ADS-10720.0d
ADS-10710.0d
ADS-10160.0d
ADS-3401.0d
ADS-10360.0d
ADS-10350.0d
ADS-10340.0d
ADS-10330.0d
ADS-10320.0d
Time To First PR (median)i1.2dΔ-0.1d
11 PR · 113 no PRView tickets (11) →
ADS-12820.0d
ADS-12241.9d
ADS-12410.0d
ADS-10143.0d
ADS-10160.0d
ADS-9770.1d
ADS-9410.0d
ADS-9362.9d
ADS-8981.9d
ADS-6466.3d
ADS-5811.2d
Lead Time for Changes (median)i—d
unavailable: needs merged PRs with first-commit data and recognizable production deploys
i
Status Breakdown: 19 statuses
On Hold269.216
In Progress229.6117
Waiting for Client90.23
Ready For Review74.977
In Deployment48.951
Ready For Live39.99
In Testing36.410
To Do26.615excluded from Cycle
Approved for Sprint24.13excluded from Cycle
Ready To Test14.35
Ready For Canary10.16
Ready For Staging9.91
Ready To Merge6.849
CODE REVIEW3.749
Selected for Development3.314excluded from Cycle
Pending Review0.93
Approved0.85excluded from Cycle
Removed0.01
New0.01excluded from Cycle

Quality & Reliability

·

Flow & Predictability

Bug Rate (environment unknown)
i
20bugs · 1.6/weekΔ+2
1 - Critical: 1 · 2 - High: 1 · 3 - Medium: 2 · Unspecified: 16 — expected ticket labels: production, prod (prod) · pre-prod, preprod, pre-production, staging, qa (pre-prod)
20 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
Pre-Prod Bug Rate
i
—
unavailable until tickets carry environment labels — expected ticket labels: pre-prod, preprod, pre-production, staging, qa
Change Failure Rate
i
—
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.
Deployment Frequency
i
—
environment tier unrecognizable — 0 successful deploys across all environments
Throughput
i
124tickets · 9.6/weekΔ+32
agents 24 · humans 100
124 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
13.7%107 / 17Δ+3.9pp
Bug/Incident ∨ unplanned_work
17 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
PR Throughput
i
21merged · 1.6/weekΔ+12
8 abandoned → 72.4% accepted
29 PRs
#34533ads-displaycompleted2026-06-10
#33027ads-displaycompleted2026-05-28
#32981ads-displaycompleted2026-05-27
#32881ads-displaycompleted2026-05-27
#32569ads-displaycompleted2026-05-26
#32402ads-displaycompleted2026-05-19
#32407ads-displaycompleted2026-05-14
#32326ads-displaycompleted2026-05-11
#30607ads-displayabandoned2026-05-10
#32311ads-displayabandoned2026-05-10
#32314ads-displayabandoned2026-05-10
#32303ads-displayabandoned2026-05-09
#32233ads-displaycompleted2026-05-06
#32231ads-displayabandoned2026-05-06
#20549ads-displayabandoned2026-05-06
#32105ads-displaycompleted2026-05-04
#32078ads-displaycompleted2026-05-01
#32020ads-displaycompleted2026-04-28
#31707ads-displaycompleted2026-04-28
#31998ads-displayabandoned2026-04-27
#31991ads-displayabandoned2026-04-27
#31940ads-displaycompleted2026-04-24
#31907ads-displaycompleted2026-04-23
#31873ads-displaycompleted2026-04-22
#31745ads-displaycompleted2026-04-16
#31612ads-displaycompleted2026-04-08
#31437ads-displaycompleted2026-03-27
#31372ads-displaycompleted2026-03-24
#31236ads-displaycompleted2026-03-23
AI Participation Rate
i
19.4%24 / 124Δ+19.4pp
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