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bbc / People

2,453 human committers, 72 bots, and what the commit timestamps reveal about how GDS works.

Every commit carries an author name and email. Collapsing 101,285 per-repository author records by email gives 2,525 distinct identities - 2,453 people and 72 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

2,453
human committers
resolved by GitHub id, address or full name
72
automated identities
7% of all commits
28%
committed exactly once
684 people, one commit each
161
committed over 5+ years
the institutional memory

What stands out

The top 1% of committers wrote 41% of the human commits.

24 people out of 2,453 account for 84.7k commits. The top ten alone wrote 28%. 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.

28% of people committed exactly once.

684 of 2,453 committers made a single commit and never returned. 80% touched only one repository. A public organisation attracts drive-by contributors, and the numbers show GDS accepted them.

9.4% 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.

7% of all commits were made by machines.

15.2k commits come from 72 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.

38% of live repositories rest on a single person.

In 181 of the 474 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.

GitHub ActionGitHub Action: 22.7k22.7kKarina ThomasKarina Thomas: 8.6k8.6kAaron MooreAaron Moore: 8k8kJonathan RoebuckJonathan Roebuck: 3.6k3.6kHarvey PeacheyHarvey Peachey: 3.2k3.2kGeoff HouseGeoff House: 2.7k2.7kIsabella MitchellIsabella Mitchell: 2.7k2.7kSareh HeidariSareh Heidari: 2.4k2.4kAndy Brown (Mac)Andy Brown (Mac): 2.4k2.4kShayne Marc Enzo AhchoonShayne Marc Enzo Ahchoon: 2.3k2.3klouisearchibaldlouisearchibald: 2.1k2.1kRebecca McGinnRebecca McGinn: 2.1k2.1kPhilip de NierPhilip de Nier: 2k2k“LilyL0u”“LilyL0u”: 2k2kChris NeedhamChris Needham: 2k2kRyan McCombeRyan McCombe: 1.9k1.9kalex-maganaalex-magana: 1.9k1.9kPhil LeePhil Lee: 1.8k1.8kDrew McMillanDrew McMillan: 1.7k1.7kRyan McCartneyRyan McCartney: 1.7k1.7kNick TippingNick Tipping: 1.7k1.7kChris HindsChris Hinds: 1.7k1.7kBenjamin HobbsBenjamin Hobbs: 1.7k1.7kJonathan HeathcoteJonathan Heathcote: 1.6k1.6keagerterriereagerterrier: 1.6k1.6k

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: 1.5k1.5kPersonal email (gmail etc)Personal email (gmail etc): 577577GitHub private emailGitHub private email: 393393Misconfigured (.local etc)Misconfigured (.local etc): 2020UnparseableUnparseable: 33gov.uk addressgov.uk address: 22

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.

14.3k10.7k7.1k3.6k011: 6.9k1112: 8.3k1213: 10.9k1314: 13.5k1415: 13.9k1516: 14.3k1617: 13k1718: 12.8k1819: 11.2k1920: 10.4k2021: 9k2122: 6.7k2223: 3.6k2324: 6962425: 5312526: 24326

How long people stay

Span from first to last commit anywhere in the org.

983737.2491.5245.80same day: 983same day< 1 mth: 386< 1 mth1-3 mth: 1501-3 mth3-12 mth: 3003-12 mth1-2 yr: 1971-2 yr2-4 yr: 2162-4 yr4-7 yr: 1364-7 yr7 yr +: 857 yr +

When the work happens

Commits by hour of day

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

297k222.8k148.5k74.2k000: 129k0001: 101.9k02: 80.4k0203: 70k04: 60.6k0405: 57.9k06: 64k0607: 78.2k08: 117.4k0809: 178k10: 223.4k1011: 244.2k12: 214.8k1213: 229.3k14: 274.4k1415: 294.1k16: 297k1617: 269.8k18: 212.4k1819: 180.9k20: 176.5k2021: 176.8k22: 169.8k2223: 149.8k

Commits by day of week

775.1k581.4k387.6k193.8k0Sun: 174.8kSunMon: 671.8kMonTue: 769.2kTueWed: 775.1kWedThu: 759.9kThuFri: 693.4kFriSat: 206.3kSat

Reading the pattern

Weekend commits account for 9.4% 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. 474 repositories qualify for the measure.

Bus factor across live repositories

Fewest contributors accounting for more than half the commits.

181135.890.545.201 person: 1811 person2 people: 1352 people3 people: 373 people4 people: 334 people5 people: 275 people6 or more: 616 or more

Where a single person wrote most of it

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

adhere-libadhere-lib: 100%100%cdp-cdk-pythoncdp-cdk-python: 100%100%diarize-jrubydiarize-jruby: 100%100%vampeyervampeyer: 100%100%vb_nations_2030_forecastvb_nations_2030_forecast: 100%100%world-service-rssworld-service-rss: 100%100%dialoggerdialogger: 100%100%ttml-validatorttml-validator: 99%99%videocontext-devtoolsvideocontext-devtools: 99%99%polepole: 99%99%magicmagic: 99%99%bbcrd_vault_collectionbbcrd_vault_collection: 99%99%

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.

JenkinsJenkins: 6k6kdependabot[bot]dependabot[bot]: 5.6k5.6kdependabot-preview[bot]dependabot-preview[bot]: 1.3k1.3krenovate[bot]renovate[bot]: 605605Renovate BotRenovate Bot: 313313greenkeeperio-botgreenkeeperio-bot: 266266semantic-release-botsemantic-release-bot: 224224github-actions[bot]github-actions[bot]: 153153OpenStack JenkinsOpenStack Jenkins: 7373Games JenkinsGames Jenkins: 6969greenkeeper[bot]greenkeeper[bot]: 6565copilot-swe-agent[bot]copilot-swe-agent[bot]: 6161

Top 60 committers

CommitterEmail typeCommits ReposFirstLast Years
GitHub Actionother-org22,74712025-022026-081.5
Karina Thomasgithub-private8,64932019-122026-036.3
Aaron Mooreother-org7,97612021-092026-054.7
Jonathan Roebuckother-org3,60422019-062022-093.3
Harvey Peacheyother-org3,23022019-082026-087.0
Geoff Houseother-org2,73512021-032026-075.4
Isabella Mitchellgithub-private2,73412022-122026-083.7
Sareh Heidaripersonal2,40352016-062021-034.8
Andy Brown (Mac)other-org2,36322017-122025-107.8
Shayne Marc Enzo Ahchoonother-org2,34012022-122026-083.7
louisearchibaldother-org2,09112023-012026-083.6
Rebecca McGinngithub-private2,08312020-012022-112.9
Philip de Nierother-org2,032102011-092025-0313.5
“LilyL0u”other-org2,02012019-112026-076.7
Chris Needhamother-org1,989422011-022026-0415.2
Ryan McCombepersonal1,88612019-062022-083.2
alex-maganaother-org1,85932017-082026-089.0
Phil Leeother-org1,84832017-092019-112.2
Drew McMillanother-org1,72512018-112019-111.0
Ryan McCartneygithub-private1,71922021-032026-024.9
Nick Tippingother-org1,69942018-012024-016.0
Chris Hindsother-org1,67942016-122021-034.3
Benjamin Hobbsgithub-private1,66642018-062020-062.0
Jonathan Heathcoteother-org1,600162017-022026-018.9
eagerterrierother-org1,55482018-032026-078.4
rowlandother-org1,39112019-062020-111.4
Andrew Bennettother-org1,38932019-112026-086.7
Denis Hernandezgithub-private1,31412019-052020-091.3
Dario Russogithub-private1,28112021-092023-061.8
thekpother-org1,23012018-062020-082.1
James Sandfordother-org1,190112018-022026-088.5
Simon Sinclairgithub-private1,18842017-032021-044.1
Eimi Okunoother-org1,170102019-032021-062.2
Thomas Parisotgithub-private1,130252013-082025-1212.4
Zane Bitterother-org1,12312012-042019-057.1
Adam Beswickother-org1,10832018-012022-044.2
Automated Version Bumpgithub-private1,08812022-022026-024.0
LilyL0ugithub-private1,08712019-112026-086.7
Pietro Passarelli - News Labsother-org1,086142018-062019-081.2
Nicholas Griffinother-org1,045152022-042026-054.1
Fahad Khanpersonal1,01812019-082021-051.8
Louis Matsikaother-org1,01612020-112026-085.8
Elvinas Valenasother-org1,00112025-032026-081.4
RichardPKpersonal94812020-012021-031.2
Fahadgithub-private94312019-082021-051.8
David Buckhurstother-org928352013-032020-016.8
Jordan Tartother-org90452016-112018-112.0
Ruth Ogendiother-org90412019-042020-061.2
Jon Wilsonother-org888282014-072017-042.8
chrish01other-org88212023-032026-083.4
BBC News CIother-org87912019-042020-111.6
Olu Niyi-Awosusipersonal84022019-012020-071.5
Danny Meloygithub-private838142018-072024-116.4
emilysaffronother-org83112021-092026-084.9
James P. Weaverother-org821182011-032021-1010.6
Einstein Njorogepersonal78712019-062020-061.0
Kristian Hentschelother-org77732018-062026-017.6
Joe Haigother-org766202014-012018-094.7
Andrew Bonneyother-org750322011-042024-1013.5
jimjohnsonrollingsgithub-private75012018-062024-086.2