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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28 July 2025

Walk on the web flow 20250728

by snonov

Architecture

Coordinated progress model
https://jack-vanlightly.com/blog/2025/7/15/responsibility-boundaries-in-the-coordinated-progress-model

Major architecture concepts
https://medium.com/@rizkimuhammad2301/major-architecture-concepts-the-indispensable-foundation-for-backend-developers-transitioning-to-2ff996b36a88

The power of sameness
https://medium.com/@tpierrain/le-pouvoir-de-la-similarit%C3%A9-63a44f40e1e6

Dev

MAD TDD workshop (mob Ai driven Test driven development)
https://github.com/marcoemrich/mad-tdd-mob-ai-driven

Git expert should try Jujutsu
https://pksunkara.com/thoughts/git-experts-should-try-jujutsu/

Automated software refactoring with OpenRewrite and Generative AI
https://www.youtube.com/watch?v=KlQZH6WHa2c

Java performance
https://www.javaperformancetuning.com/news/news296.shtml
• Some tips https://www.javaperformancetuning.com/news/newtips296.shtml

Qwen3-coder, agentic coding model
https://www.infoq.com/news/2025/07/qwen3-coder

Tool

Best practices with Cursor
https://www.camilleroux.com/les-meilleures-pratiques-pour-utiliser-cursor-efficacement-guide-complet/

System design white board
https://golubrain.com/system-design-whiteboard.html

Jupyter notebook for Java
https://github.com/jupyter-java

Mitmproxy free open source interactive HTTPS proxy
https://mitmproxy.org/
• Usage with Github copilot https://medium.com/@svdoever/unveiling-the-secrets-what-vscode-github-copilot-share-with-the-llm-23be5c6955b4

Github copilot workflow
https://devblogs.microsoft.com/all-things-azure/github-copilot-chat-explained-the-life-of-a-prompt/

Github copilot Agent
https://ghsioux.github.io/2025/07/15/getting-started-with-copilot-coding-agent

Build secure and scalkable remote mcp servers
https://github.blog/ai-and-ml/generative-ai/how-to-build-secure-and-scalable-remote-mcp-servers/

Code Rabbit
https://www.coderabbit.ai/
https://foojay.io/today/coderabbit-tutorial-for-java-developers/

Ai and Llm

Caude Clode and MCP servers • https://touilleur-express.fr/2025/07/27/claude-code-et-les-serveurs-mcp-ou-comment-transformer-ton-terminal-en-assistant-surpuissant/

Claude code anthropic use cases
https://www.anthropic.com/news/how-anthropic-teams-use-claude-code

Dev opinion • Hype vs Skeptics https://blog.korny.info/2025/07/19/clowns-to-the-left-of-me
• Use case : https://blog.korny.info/2025/07/18/a-real-world-ai-coding-case-sample
• Dev impact https://blog.pragmaticengineer.com/cursor-makes-developers-less-effective/
https://railsatscale.com/2025-07-19-ai-coding-agents-are-removing-programming-language-barriers/

Understand reasonning models
https://magazine.sebastianraschka.com/p/understanding-reasoning-llms

Context engineering
https://blog.langchain.com/context-engineering-for-agents/

Standford course LLM from scratch
https://www.youtube.com/playlist?list=PLoROMvodv4rOY23Y0BoGoBGgQ1zmU_MT_

Greptile, the Ai code reviewer
https://www.greptile.com/

Code Climate, ai for developers
https://codeclimate.com/

ARC Prize
https://arcprize.org/
https://www.youtube.com/watch?v=5QcCeSsNRks

Ai research paper Harvard
https://docs.google.com/document/d/1uvAbEhbgS_M-uDMTzmOWRlYxqCkogKRXdbKYYT98ooc/edit?pli=1&tab=t.0#heading=h.lxp3eg9lr5k9

Study METR about developers productivity with Ai
https://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/

Ai and architecture, SWE
https://tomassetti.me/do-software-architects-still-matter-in-the-age-of-genai/
https://tratt.net/laurie/blog/2025/the_llm_for_software_yoyo.html

Ai develop faster but with a cost
https://www.hashicorp.com/fr/blog/ai-is-making-developers-faster-but-at-a-cost

Claude system prompt
https://www.oreilly.com/radar/unpacking-claudes-system-prompt/

Ai economic index with anthropic
https://www.anthropic.com/news/anthropic-partners-with-the-university-of-chicago-s-becker-friedman-institute-on-ai-economic

Ai and philosophy
https://theses.hal.science/tel-04974628

Various

Blog with llm reflexion
https://blog.zwindler.fr/2025/06/17/reflexions-blogging-technique-ere-llms/

Projects and developer metrics frameworks
• DORA : https://dora.dev/
• SPACE Framework https://www.microsoft.com/en-us/research/publication/the-space-of-developer-productivity-theres-more-to-it-than-you-think/?wt.mc_id=developermscom and original document https://queue.acm.org/detail.cfm?id=3454124
• DX Core 4 : https://getdx.com/news/introducing-the-dx-core-4/

Staff engineer career
https://leaddev.com/career-development/where-staff-engineers-move-needle

Ai and developer conference
https://amsterdam.ai4devs.io/

Some Learning
https://www.udemy.com/course/rocking-system-design
https://www.kira-learning.com/ with Andrew Ng as chairman

tags: Metrics - Dora - Spaceframework - Space - Dxcore4 - Tdd - Mob - Aidriven - Greptile - Codereview - Codeclimate - Systemdesign - Whiteboard - Staffengineer - Career - Git - Jujutsu - Harvard - Java - Jupyter - Standford - Llm - Mitmproxy - Proxy - Githubcopilot - Model - Coordinatedprogressmodel - Metr - Developerproductivity - Aitools - Claude - Systemprompt - Prompt - Anthropic - Cursor - Conference - Openrewrite - Agent - Blog - Llm - Contextengineering - Context - Anthropic - Economicindex - Reasoning - Andrewng - Learning - Systemdesign - Softwaredesign - Sameness - Philosophy - Java - Performance - Claude - Claudecode - Mcp - Qwen - Qwen3 - Qwen3coder - Agentic - Coderabbit