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cabinetoffice / People

322 human committers, 5 bots, and what the commit timestamps reveal about how GDS works.

Every commit carries an author name and email. Collapsing 2,120 per-repository author records by email gives 327 distinct identities - 322 people and 5 machines. Identity is keyed on email because it is the only stable key git offers; one person using both a work and a personal address will appear twice.

People

322
human committers
resolved by GitHub id, address or full name
5
automated identities
2% of all commits
15%
committed exactly once
48 people, one commit each
9
committed over 5+ years
the institutional memory

What stands out

The top 1% of committers wrote 16% of the human commits.

3 people out of 322 account for 6.2k commits. The top ten alone wrote 38%. This is the usual open-source power law, but it is worth noting in a government context: institutional knowledge is concentrated in very few hands.

15% of people committed exactly once.

48 of 322 committers made a single commit and never returned. 77% touched only one repository. A public organisation attracts drive-by contributors, and the numbers show GDS accepted them.

3.2% of commits land at the weekend.

Weekday work dominates, as you would expect from a civil-service delivery organisation with a strong stated position on sustainable pace. The residual weekend activity is concentrated in incident response and personal-time open-source work.

2% of all commits were made by machines.

636 commits come from 5 automated identities - overwhelmingly Dependabot. GOV.UK's documented policy is to auto-merge dependency upgrades where possible, and the commit history shows that policy working at scale.

18% of live repositories rest on a single person.

In 8 of the 45 live repositories with meaningful history, one individual wrote more than half of all commits. That is the ordinary shape of a large estate with many small tools, but it is worth knowing which ones - they are listed below.

Who writes the code

Top 25 committers by commit count

Humans only. Bots are charted separately below.

Docs PublisherDocs Publisher: 2.2k2.2kJames GriffithsJames Griffiths: 2.1k2.1kAli BahmanAli Bahman: 1.9k1.9kEdward DennisEdward Dennis: 1.6k1.6kAndy MantellAndy Mantell: 1.5k1.5kJakub ZalasJakub Zalas: 1.2k1.2kRichard MohammedRichard Mohammed: 1k1kDharmDharm: 977977john-tcojohn-tco: 906906Antonio LorussoAntonio Lorusso: 817817Joe BakerJoe Baker: 794794dominicwestdominicwest: 758758dpatel017dpatel017: 737737RaamRaam: 641641DulcieDulcie: 627627conorconor: 625625DanielMurray97DanielMurray97: 605605Lewis NymanLewis Nyman: 556556JamieGunnCOJamieGunnCO: 547547Shilpi GoelShilpi Goel: 485485Gavin CookGavin Cook: 485485David BakerDavid Baker: 461461Harley HarrisHarley Harris: 451451Jawwad BaigJawwad Baig: 421421dominicwestdominicwest: 419419

Who they work for

Committers by email domain

A rough proxy for employment. GDS staff use gov.uk addresses; GitHub's privacy setting hides the rest, and a long tail commit from personal accounts.

Other organisationOther organisation: 102102gov.uk addressgov.uk address: 9191GitHub private emailGitHub private email: 9090Personal email (gmail etc)Personal email (gmail etc): 3636Misconfigured (.local etc)Misconfigured (.local etc): 22UnparseableUnparseable: 11

Churn and tenure

Distinct people committing each year

Counting anyone whose active span covers that year. The shape tracks GDS headcount and the delivery peaks of the mid-2010s.

218163.510954.5011: 1771112: 2041213: 2181314: 381415: 461516: 431617: 521718: 891819: 951920: 1052021: 892122: 1042223: 1002324: 1222425: 892526: 4626

How long people stay

Span from first to last commit anywhere in the org.

9873.54924.50same day: 75same day< 1 mth: 43< 1 mth1-3 mth: 391-3 mth3-12 mth: 983-12 mth1-2 yr: 331-2 yr2-4 yr: 232-4 yr4-7 yr: 94-7 yr7 yr +: 27 yr +

When the work happens

Commits by hour of day

Author local time as recorded in the commit. A clean single-peak working day.

6.6k5k3.3k1.7k000: 4360001: 23602: 4830203: 40804: 1550405: 17706: 2670607: 44808: 1.6k0809: 5.1k10: 6.1k1011: 6.6k12: 5.7k1213: 5.1k14: 6.5k1415: 6.6k16: 6.6k1617: 4.6k18: 2.4k1819: 1.1k20: 8482021: 81522: 7902223: 633

Commits by day of week

13.2k9.9k6.6k3.3k0Sun: 963SunMon: 12.2kMonTue: 13.2kTueWed: 13kWedThu: 12.4kThuFri: 10.8kFriSat: 1.1kSat

Reading the pattern

Weekend commits account for 3.2% of all activity. The working day peaks between 10:00 and 16:00 with a visible lunch dip, and tails off sharply after 18:00 - the signature of an organisation that does not run on overtime.

Concentration of knowledge

For each live repository with more than fifty human commits, how many people it takes to account for over half of them. One is a genuine key-person risk; four or more is a healthily shared codebase. 45 repositories qualify for the measure.

Bus factor across live repositories

Fewest contributors accounting for more than half the commits.

1511.27.53.801 person: 81 person2 people: 152 people3 people: 103 people4 people: 64 people5 people: 25 people6 or more: 46 or more

Where a single person wrote most of it

Share of commits by the largest single contributor, for the most concentrated repositories.

ggis-prototypesggis-prototypes: 100%100%mandatory-questions-prototypemandatory-questions-prototype: 90%90%wagtail-wordpress-importwagtail-wordpress-import: 84%84%cop26-edgecop26-edge: 79%79%cointranet-infracointranet-infra: 72%72%gsg-guidancegsg-guidance: 56%56%formbuilder-product-pageformbuilder-product-page: 54%54%co-jaoco-jao: 50%50%

The machines

Top automated committers

Dependabot dominates. GOV.UK runs an in-house govuk-dependabot-merger service that auto-merges qualifying upgrade PRs, which is why bot commit volume is so high.

dependabot[bot]dependabot[bot]: 608608Travis CITravis CI: 1313greenkeeper[bot]greenkeeper[bot]: 88github-actionsgithub-actions: 55copilot-swe-agent[bot]copilot-swe-agent[bot]: 22

Top 60 committers

CommitterEmail typeCommits ReposFirstLast Years
Docs Publishergov.uk2,24012024-062026-082.2
James Griffithsother-org2,07622020-012025-085.6
Ali Bahmanother-org1,86812024-052026-082.3
Edward Dennisgithub-private1,63112025-052026-081.2
Andy Mantellgithub-private1,53422016-102026-069.7
Jakub Zalasother-org1,15912024-022025-021.0
Richard Mohammedother-org1,01672024-072026-072.0
Dharmpersonal97712024-022026-082.4
john-tcogov.uk90682023-062024-030.8
Antonio Lorussogov.uk817132023-062024-040.9
Joe Bakergithub-private79442019-062024-125.5
dominicwestgov.uk75882023-082024-050.7
dpatel017personal73712024-032026-072.4
Raamother-org64122020-012020-060.4
Dulcieother-org62712020-082021-020.5
conorother-org62582023-082024-050.7
DanielMurray97gov.uk60582023-032026-063.3
Lewis Nymanother-org55622019-062024-065.0
JamieGunnCOgov.uk54792023-062024-050.9
Shilpi Goelother-org48512024-072025-020.6
Gavin Cookgov.uk485152023-022024-041.2
David Bakerother-org46112024-072026-041.7
Harley Harrisgov.uk45162023-032024-081.5
Jawwad Baigother-org42112024-032026-072.4
dominicwestgithub-private419132023-022024-051.3
Joe Lanmangov.uk41912014-012022-068.3
rachelswartgov.uk386102023-072024-030.7
Gemma Leighgithub-private35912014-032017-093.5
Mouhajer-COgov.uk33062023-052024-081.3
OllieJCgithub-private32552022-082025-103.2
Ryangov.uk32182023-062024-030.8
Dominic Westother-org31372023-022023-080.5
Tonyother-org30422022-072022-100.2
Aidaother-org29912020-012020-080.6
paul-lawlor-tcogov.uk29572023-092024-040.6
Sam Medhurstpersonal29022019-122020-030.2
Connor Macqueengithub-private280152023-072024-050.8
Malina Slevoacaother-org27912021-022022-051.2
maciej-goacoother-org25712024-072025-020.6
Conor Faylegithub-private24182023-082024-050.7
Dylan Wrightother-org24082023-062024-050.9
Ladun Omideyiother-org23412022-082022-120.3
Dan Cordergov.uk22012020-012023-063.4
a-lor-cabgithub-private213132023-062024-050.9
Tony Dgithub-private20912025-072026-030.7
Laurence de Bruxellesgov.uk20412021-052022-061.1
kiramarstonTCOgov.uk20162023-062024-030.8
briananddigitalgithub-private19412021-092021-110.2
IlyasBaqqari-CabinetOfficegov.uk19192023-092024-040.6
Oliver Byfordgov.uk18912017-062022-034.8
john-tcogithub-private18882023-062024-040.8
mel-amgithub-private18752023-092024-070.8
Mark Gormanpersonal18012025-052026-030.9
CodCotother-org16822022-052022-100.4
Paul Bunkhamother-org16712025-052026-081.2
jgunnCOgithub-private16582023-062025-031.8
Mike Bellother-org16552019-062020-071.1
Nick Colleygov.uk16412016-082020-013.4
andrew-lottpersonal15912017-092018-020.4
dylanwrightCOgithub-private153112023-062024-050.9