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i-dot-ai / Code

24 languages, 24.3 MB of source, and what the live estate is written in today.

Language figures come from GitHub's own per-repository byte counts, which measure source rather than a single headline label. File counts and repository sizes come from the mirrors themselves. The two tell different stories, and the difference is the point.

The codebase

24
languages in use
24.3 MB of source
7.6k
files at HEAD
across every analysed repository
0 B
on disk as mirrors
full history, every branch and tag
409.1 MB
largest repository
ai-gov-uk-website-archive

What stands out

One archived repository holds 45% of all the bytes.

ai-gov-uk-website-archive is 409.1 MB of git - a 2013 static snapshot of www.gov.uk, not source code. It single-handedly makes HTML the largest language by volume (12% of all source bytes). Any size or language statistic that does not exclude it is measuring an archive, not a codebase.

Sizes here are GitHub's reported figures.

This organisation was harvested with blobless partial clones, which fetch every commit and file path but not file contents, so there is no local size to measure against. Checked elsewhere in this dataset against 1,526 fully mirrored repositories, GitHub's reported size is accurate to within about six percent.

Ruby is the house language, but its share is falling.

Ruby is the primary language of 0% of archived repositories but only 0% of live ones. Python, Go, TypeScript and HCL have taken the difference - the signature of a shift from monolithic Rails publishing apps toward data pipelines, infrastructure-as-code and platform tooling.

Most repositories are small; a handful are enormous.

56% of repositories are under a megabyte of git data. The estate is not a monolith - it is a very long tail of small services, gems and prototypes around a few large publishing applications.

Languages, two ways

By volume of source

Bytes of code. Dominated by archived static HTML.

PythonPython: 12.3 MB12.3 MBJupyter NotebookJupyter Notebook: 3.9 MB3.9 MBHTMLHTML: 2.9 MB2.9 MBTypeScriptTypeScript: 2.6 MB2.6 MBSvelteSvelte: 717.1 kB717.1 kBJavaScriptJavaScript: 359.5 kB359.5 kBAstroAstro: 278.3 kB278.3 kBHCLHCL: 257.4 kB257.4 kBCSSCSS: 226.2 kB226.2 kBMermaidMermaid: 209.0 kB209.0 kBNunjucksNunjucks: 175.9 kB175.9 kBShellShell: 104.8 kB104.8 kBMakefileMakefile: 103.6 kB103.6 kBSCSSSCSS: 76.9 kB76.9 kB

By number of repositories

How many repositories name each language as their primary one. A better guide to what engineers actually work in.

PythonPython: 5050MakefileMakefile: 3535JavaScriptJavaScript: 2323DockerfileDockerfile: 2323ShellShell: 2323HTMLHTML: 2222CSSCSS: 2121TypeScriptTypeScript: 1515HCLHCL: 1111Jupyter NotebookJupyter Notebook: 66ProcfileProcfile: 55MakoMako: 55AstroAstro: 44SCSSSCSS: 33

Live estate versus archive

The same language ranking, split by whether the repository is still active. The shift is the clearest signal of technical direction in the whole dataset.

Active repositories

PythonPython: 1717Jupyter NotebookJupyter Notebook: 00HTMLHTML: 11JavaScriptJavaScript: 11AstroAstro: 11TypeScriptTypeScript: 11MermaidMermaid: 11NunjucksNunjucks: 11PowerShellPowerShell: 11MakefileMakefile: 00

Archived repositories

PythonPython: 2626Jupyter NotebookJupyter Notebook: 33HTMLHTML: 11JavaScriptJavaScript: 11AstroAstro: 11TypeScriptTypeScript: 11MermaidMermaid: 00NunjucksNunjucks: 00PowerShellPowerShell: 00MakefileMakefile: 11

Scale

Repository size distribution

Git data per repository, log-ish buckets.

2317.211.55.80< 10 kB: 3< 10 kB< 100 kB: 9< 100 kB< 1 MB: 23< 1 MB< 10 MB: 20< 10 MB< 100 MB: 6< 100 MB100 MB +: 2100 MB +

Commits against files

Each circle is a repository, sized by number of distinct authors. Both axes are logarithmic. The diagonal band is the normal relationship between codebase size and churn; outliers above it are long-lived apps with heavy iteration, below it are dumps and imports.

10.5k1.7k271.543.67.029.444.0206.7970.0.github: 14 commits, 2 files, 5 authorsEd-Fi-Data-Standard: 369 commits, 446 files, 24 authorsai-gov-uk-cms: 334 commits, 10 files, 5 authorsai-gov-uk-website-archive: 920 commits, 536 files, 15 authorsai-toolkit-components: 204 commits, 148 files, 8 authorsapproval-form: 173 commits, 67 files, 2 authorsautomatilib: 211 commits, 36 files, 9 authorsawesome-gov-datasets: 110 commits, 32 files, 11 authorscaddy: 575 commits, 165 files, 12 authorscaddy-chatbot: 488 commits, 95 files, 14 authorscaddy-scraper: 52 commits, 37 files, 9 authorscei: 32 commits, 28 files, 1 authorscoding-agent-litellm-config: 35 commits, 16 files, 6 authorsconsult: 10,529 commits, 970 files, 67 authorscookie-cutter: 62 commits, 55 files, 5 authorscore-mcp-servers: 11 commits, 51 files, 4 authorscrit: 20 commits, 17 files, 2 authorscruft-iai: 258 commits, 62 files, 46 authorsdashboard-sample: 18 commits, 16 files, 1 authorsdesign-tool-experiments: 44 commits, 8 files, 1 authorsdjango-gov-notify: 72 commits, 23 files, 3 authorsdjango-history-example: 82 commits, 61 files, 4 authorsdrive: 305 commits, 340 files, 14 authorsec2-github-runner: 129 commits, 19 files, 40 authorsetf-search: 2,609 commits, 408 files, 21 authorsextract-finetuning: 28 commits, 7 files, 4 authorsfrontend-exercise: 26 commits, 27 files, 4 authorsfrontend-starterkit: 65 commits, 29 files, 5 authorsfse-tech-test: 17 commits, 16 files, 3 authorsgov-ai-client: 494 commits, 107 files, 16 authorshackdays2025: 39 commits, 68 files, 7 authorshibayes: 209 commits, 178 files, 12 authorsi-ai-design-system: 72 commits, 368 files, 4 authorsi-dot-ai-core-github-actions: 575 commits, 58 files, 34 authorsi-dot-ai-utilities: 314 commits, 116 files, 10 authorskew-away-day: 61 commits, 28 files, 11 authorslex: 459 commits, 295 files, 14 authorslex-graph: 22 commits, 57 files, 3 authorsllm-crossword: 7 commits, 21 files, 2 authorslocal-gov-hack: 86 commits, 16 files, 10 authorsminute: 1,090 commits, 357 files, 47 authorsmvp-python-cookiecutter: 11 commits, 18 files, 2 authorsnanochat-workshop: 224 commits, 89 files, 48 authorsparliament-mcp: 207 commits, 64 files, 17 authorspetri-edu: 107 commits, 167 files, 13 authorsplanning-drawing-validator: 65 commits, 215 files, 3 authorsplatform-terraform-test: 7 commits, 2 files, 2 authorsredactomatic: 30 commits, 8 files, 3 authorsredbox: 8,162 commits, 485 files, 72 authorssam_road_map: 100 commits, 60 files, 7 authorsscout: 140 commits, 117 files, 11 authorsskills-review: 162 commits, 92 files, 6 authorsslack-drive-search: 18 commits, 10 files, 3 authorsthemefinder: 615 commits, 96 files, 30 authorsuwotm8: 58 commits, 32 files, 5 authorsfiles at HEAD (log)commits (log)

The shape of a repository

Directory layout is the cheapest reliable signal of what a repository actually is. app/ with config/ and spec/ is a Rails application; src/ with test/ is Java or Node. Counted by how many repositories contain each top-level directory at HEAD.

Most common top-level directories

teststests: 2525docsdocs: 1515srcsrc: 1414scriptsscripts: 1111.vscode.vscode: 1010terraformterraform: 99frontendfrontend: 88datadata: 66dockerdocker: 55backendbackend: 55publicpublic: 44staticstatic: 44envsenvs: 44.devcontainer.devcontainer: 44shared_utilsshared_utils: 33examplesexamples: 33alembicalembic: 33componentscomponents: 22

Most common file extensions

By total file count across the estate.

.py.py: 2.1k2.1k.ts.ts: 463463.html.html: 400400.md.md: 387387.xml.xml: 350350.tsx.tsx: 308308.astro.astro: 263263.png.png: 229229.svg.svg: 211211.svelte.svelte: 211211.yml.yml: 205205.json.json: 204204.js.js: 169169.yaml.yaml: 150150.pf_fragment.pf_fragment: 116116.tf.tf: 108108

The twenty largest repositories

RepositoryLanguageGit size CommitsFilesStatus
ai-gov-uk-website-archiveHTML409.1 MB920536archived
redboxJupyter Notebook116.0 MB8,162485archived
hackdays2025Python71.2 MB3968active
hibayesPython63.3 MB209178active
Ed-Fi-Data-StandardMermaid52.8 MB369446active
petri-eduPython52.4 MB107167active
consultPython43.8 MB10,529970active
ec2-github-runnerJavaScript11.3 MB12919active
medguard-paperPython9.5 MB3408archived
frontend-exerciseJavaScript6.8 MB2627archived
minuteTypeScript6.6 MB1,090357active
drivePython5.8 MB305340archived
caddy-chatbotPython5.5 MB48895archived
brise-bureau-hackPython5.5 MB164archived
etf-searchPython5.1 MB2,609408archived
lex-graphJupyter Notebook4.5 MB2257archived
sam_road_mapPython4.4 MB10060archived
lexPython3.1 MB459295active
planning-drawing-validatorPython2.5 MB65215active
i-ai-design-systemAstro2.5 MB72368active