Julien Bouquillon revolunet

Repo analyser

Analyse a GIT repository and create a comprehensive report in repolyze.md in french language

Start with a quick recap of the repo goals and overall code quality

Stack

Mermaid chart of the project architecture

First extract data with GitHub API.

The API code search is limited to 10 queries / minute so very slow.

# run package.json extraction
GITHUB_ORG=orgname GITHUB_TOKEN=token npx tsx extract-packages.ts

# show your packages 
find . -iname package.json -exec grep -Hn '"next":' {} \;

automatisations formations

Recap des automatisations en place sur le airtable

Rappels

Lundi 10h 1 semaine sur 2:
- envoi de recommandations de formations dans les 2 semaines aux intras de moins de 6 mois.
Mardi 9h:
- envoi de la liste des prochaines embarquements sur communauté/général
envoi de la liste des prochaines embarquements DEV sur communauté/domaine-dev

MCP integration notes

debugging MCP servers: https://github.com/modelcontextprotocol/inspector

MCP + TypeScript servers

Ollama & MCP

GitOps for machine learning aka MLOps

ENSAE: Introduction aux enjeux du MLOps

For open-source projects, GitHub could provide the workflow and runners for total automation.

wandb looks used widely for reporting.

https://github.blog/enterprise-software/ci-cd/streamlining-your-mlops-pipeline-with-github-actions-and-arm64-runners/

File upload workflow

graph TD

browser-->|POST file|API
API-->Parser[Parser : html,md,pdf...]-->|content,metadata|Chunker
Chunker(LangchainRecursiveCharacterTextSplitter)-->Search


	// pseudo-code

	const engine = new Publicode(rules);
	const inputs = {}

	while(engine.missingVariables.length) {

	// get next question from publi.codes decision tree
	// has question, schema...

	#
	# for some reason this give "neither the id_token nor the profileURL set an email"
	#
	#
	#
	# https://oauth2-proxy.github.io/oauth2-proxy/configuration/overview
	#
	OAUTH2_PROXY_HTTP_ADDRESS: "0.0.0.0:4180"
	OAUTH2_PROXY_WHITELIST_DOMAINS: "*.kube-dev.incubateur.net"
	OAUTH2_PROXY_DISPLAY_NAME: "test-pc provider"

	copy(Array.from($0.querySelectorAll("li.down .url")).map(li =>
	`${li.querySelector(".link a.internal").textContent}\t${li.querySelector("div.status:first-child").textContent}`
	).join("\n"))

	# run query from a plain prompt text file

	jq -Rs '{ stream: false, model: "llama3.2", prompt: . }' ./some.prompt \| curl -X POST http://127.0.0.1:11434/api/generate --data-binary @- \| jq -r '.response'