Walk on the web flow

the goal is to leave some links that seem interesting to me (but also to share them)

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17 November 2025

Walk on the web flow 20251117

by snonov

Architecture

Mermaid schemas with Ai
• https://blog.korny.info/2025/10/10/agent-mermaid-reporting-for-duty

Emerging architecture with AgentAi
• https://medium.com/@nattapolats/the-emerging-architecture-of-agentic-ai-and-how-cfe-already-runs-what-others-are-still-theorizing-dc3c3d32b33f

Claude code sandboxing
• https://www.infoq.com/news/2025/11/anthropic-claude-code-sandbox/

Dev

Refactoring kata
• https://github.com/henri-tremblay/refactoring/

Workshop build agent
• https://cagent-workshop.rumpl.dev/

Awesome Github Copilot
• https://github.com/github/awesome-copilot

Ai based development
• https://blog.joemag.dev/2025/10/the-new-calculus-of-ai-based-coding.html

Effective claude code usage
• https://blog.sshh.io/p/how-i-use-every-claude-code-feature

Building agent with Langchain4j
• https://www.linkedin.com/pulse/building-agents-langchain4j-antonio-goncalves-hhlke

Think different, Software 2.0
• https://karpathy.medium.com/software-2-0-a64152b37c35

Github pullrequest companion with instruction files
• https://github.blog/ai-and-ml/unlocking-the-full-power-of-copilot-code-review-master-your-instructions-files/

Tool

Nx, build plateform dedicated to monorepo
• https://nx.dev/

Mcp context7
• https://github.com/upstash/context7
• https://context7.com/

Mcp tools for developers
• https://github.blog/open-source/accelerate-developer-productivity-with-these-9-open-source-ai-and-mcp-projects/

Agent gateway
• https://agentgateway.dev/
• https://thenewstack.io/mcp-vs-api-gateways-theyre-not-interchangeable/

Using Github Copilot with custom llm API key
• https://syntackle.com/blog/github-copilot-with-custom-api-key/

Spec driven development kit Sdd
• https://developer.microsoft.com/blog/spec-driven-development-spec-kit

EuroStack, European equivlent services
• https://euro-stack.com/categories

DrawIo MCP server
• https://github.com/lgazo/drawio-mcp-server/tree/main

AB Testing tools
• https://launchdarkly.com/
• https://www.getunleash.io/
• https://tggl.io/

Ai agent evaluation (Jetbrain) Developer productivity Ai arena
• https://dpaia.dev/
• https://github.com/orgs/dpaia/repositories

Llm anthropic wrapper
• https://github.com/simonw/llm-anthropic

Ai and Llm

Gpt 5.1 for developers
• https://openai.com/index/gpt-5-1-for-developers/

Research paper, Less is more recursive reasoning with tiny networks
• https://arxiv.org/pdf/2510.04871

Illusion of thinking
• https://jso.eecs.yorku.ca/2025/09/07/llms-the-illusion-of-thinking/

Guide to using AI right
• https://www.oneusefulthing.org/p/an-opinionated-guide-to-using-ai

Augmented coding pattern
• https://github.com/lexler/augmented-coding-patterns/tree/main

Youtube playlist about Devoxx Ticket system migration with Claude code
• https://www.youtube.com/playlist?list=PLFl7PD2XSM3g3I7mFF7CB3I_odXQuzltl

Introduction to deep learning by Andrew Ng
• https://www.youtube.com/watch?v=_NLHFoVNlbg

Toolformer paper, about llm usage of tools
• https://arxiv.org/pdf/2302.04761

Jack Clark opinion about Ai
• https://jack-clark.net/2025/10/13/import-ai-431-technological-optimism-and-appropriate-fear/

Google and MCP security by Google
• https://www.infoq.com/news/2025/10/google-cloud-secure-mcp

Prompt boost, VSCode integration
• https://promptboost.dev/

REX Ai agentic
• https://www.wenvision.com/fr/articles/ia-agentique-en-production-les-lecons-de-deux-ans-de-deploiement/
• https://www.wenvision.com/fr/articles/lagentique-qui-marche-presque-ne-marche-pas/
• https://www.wenvision.com/fr/articles/l-agentique-adaptative-les-principes-d-une-ia-qui-grandit/
• https://www.wenvision.com/fr/articles/mettre-l-agentique-adaptative-en-production-illustration-avec-raise-partie-1/
• https://www.wenvision.com/fr/articles/mettre-l-agentique-adaptative-en-production-illustration-avec-raise-partie-2/

Various

Learning, Ai augmented developer
• https://institute.sfeir.com/formations/data-analytics-and-ai/developpeur-augmente-par-lia/
• https://www.educative.io/courses/agentic-ai-systems
• https://javarevisited.blogspot.com/2025/11/7-best-courses-to-learn-agentic-ai-in.html

Linus Torvald about Git
• https://github.blog/open-source/git/git-turns-20-a-qa-with-linus-torvalds/

Chess at Ai era
• https://www.radiofrance.fr/franceinter/podcasts/serie-les-echecs-a-l-ere-des-machines-pourquoi-joue-t-on-encore-alors-qu-on-est-surs-de-perdre

DORA report on Ai assisted software development (by google)
• https://cloud.google.com/blog/products/ai-machine-learning/announcing-the-2025-dora-report?hl=en

Stanford Ai report 2025
• https://hai-production.s3.amazonaws.com/files/hai_ai_index_report_2025.pdf

Review Ai trends
• https://alain.goudey.eu/side/2025/06/03/tendances-intelligence-artificielle-2025-adoption-capex-agents-ia/

EU cloud sovereignty
• https://www.infoq.com/news/2025/11/eu-seal-framework-governance/

tags: Nicolasmartignole - Claudecode - Refactor - Devoxx - Kata - Refactoring - Context7 - Mcp - Chess - Agent - Build - Andrewng - Deeplearning - Augmented - Codingpattern - Dora - Google - Aiassisted - Toolformer - Llm - Mermaid - Schema - Agent - Agentgateway - Anthropics - Jackclark - Githubcopilot - Apikey - Guide - Sdd - Specdrivendevelopment - Eurostack - Google - Security - Prompt - Vscode - Githubcopilot - Drawio - Thinking - Cloud - Sovereignty - Claudecode - Git - Linustorvald - Stanford - Trends - Aitrends - Agentic - Langchain4j - Abtesting - Tggl - Unleash - Featuremanagement - Launchdarkly - Learning - Research - Lessismore - Anthropic - Dpai - Jetbrain - Benchmark - Evaluation - Nx - Educativeio - Software20 - Sandboxing - Claudecode - OpenAi - Gpt51 - Github - Pr - Pullrequest - Instructionfile