Walk on the web flow 20240312

Architecture

What is service mesh

• https://medium.com/@lucar720/what-is-servicemesh-and-why-do-you-need-it-b4153a7f7570

Azure AI microsoft recommanded architecture

• https://www.infoq.com/news/2024/02/chat-ref-arch-openai/

Minimum viable architecture

• https://www.youtube.com/watch?v=9Q7GANXn02k

History of Google monorepo

• https://qeunit.com/fr/blog/le-monorepo-a-la-google/
• https://www.thoughtworks.com/insights/blog/agile-engineering-practices/monorepo-vs-multirepo

Custom LLM rex and architecture

• https://github.blog/2023-10-30-the-architecture-of-todays-llm-applications/
• Microsoft REX https://www.infoq.com/news/2024/02/ms-lessons-learned-copilots/
• How to customize your LLM (RAG, In-context learning, Fine-tuning, Supervised learning, RLHF) https://github.blog/2024-02-28-customizing-and-fine-tuning-llms-what-you-need-to-know/
• https://nexocode.com/blog/posts/customizing-large-language-models-a-comprehensive-guide/
• https://blog.octo.com/comment-utiliser-un-llm-open-source-1
• Ai design pattern comprehensive guide https://towardsdatascience.com/generative-ai-design-patterns-a-comprehensive-guide-41425a40d7d0

MACH architecture

• https://machalliance.org/

Back to Java Memory Model (JMM) consideration

• https://www.infoq.com/fr/articles/The-OpenJDK9-Revised-Java-Memory-Model/
• https://www.cs.umd.edu/~pugh/java/memoryModel/jsr133.pdf
• https://mail.openjdk.org/pipermail/core-libs-dev/2014-January/024287.html
• https://shipilev.net/talks/narnia-2555-jmm-pragmatics-en.pdf

Beyond Micro Front end

• https://www.infoq.com/presentations/micro-frontend-cloud-native/

Definition of modular monolith

• https://medium.com/@MilanJovanovicTech/what-is-a-modular-monolith-babd989a4ea2

Dev

Kata refactoring list

• https://understandlegacycode.com/blog/5-coding-exercises-to-practice-refactoring-legacy-code/

A constraint is a challenge during a kata

• https://blog.code-cop.org/2024/03/programming-with-nothing.html

Stephen Colebourne about Pattern matching with optional in Java

• https://blog.joda.org/2024/02/pattern-match-optional-in-java-21.html

One more 1brc post, optimization step by step

• https://questdb.io/blog/billion-row-challenge-step-by-step/

All the performance changes in the JVM since Java/JDK/JVM 10

• https://htmlpreview.github.io/?https://github.com/jackshirazi/perf-changes/blob/main/docs/changes.html

Donald Raab, My ten-year quest for concise lambda expressions in Java

• https://betterprogramming.pub/my-ten-year-quest-for-concise-lambda-expressions-in-java-39fde576b950

Java and Ai llm (langchain4j, openai, ollama)

• https://www.sivalabs.in/getting-started-with-generative-ai-using-java-langchain4j-openai-ollama/
• https://www.youtube.com/watch?v=Ewr1KYPtLa0
• https://www.sivalabs.in/langchain4j-ai-services-tutorial/
• LangChain4j RAG tuto https://www.sivalabs.in/langchain4j-retrieval-augmented-generation-tutorial/

AI code generation github copilot

• https://github.blog/2024-02-22-how-ai-code-generation-works/

Why still using Java

• https://medium.com/javarevisited/25-reasons-why-java-is-still-around-in-2024-452c582d55d0

Debug using JMX revisited

• https://debugagent.com/debugging-using-jmx-revisited

Code complexity in practises

• https://dzone.com/articles/code-complexity-in-practice

Bare metal Java

• https://www.youtube.com/watch?v=HDLEmXH2AwM

Practises, first-class collection

• https://blog.ippon.fr/2024/02/26/first-class-collections-encapsulons-nos-collections/

Polling vs Webhook

• https://blog.bytebytego.com/p/ep100-polling-vs-webhooks

Netflix use of Java

• https://www.infoq.com/presentations/netflix-java

Reflections on Writing Unix Daemons

• https://tratt.net/laurie/blog/2024/some_reflections_on_writing_unix_daemons.html

Java Lambda and exception handling

• https://dzone.com/articles/mastering-exception-handling-in-java-lambda-expres

Tool

Set up your efficient linux environment

• https://blog.eleven-labs.com/fr/environnement-travail-linux/

Troubleshooting spring boot thread (and more) leak

• https://blog.ycrash.io/2024/02/20/troubleshooting-spring-boot-thread-leaks/

Java Development on Windows with Dev Drive (ReFS Resilient File System)

• https://devblogs.microsoft.com/java/speed-up-your-java-development-on-windows-with-microsoft-dev-drive/

Iac terraform vs biceps

• https://blog.xmi.fr/posts/terraform-vs-bicep/

Time series tool

• https://github.com/questdb/questdb

Vector Database

• https://www.youtube.com/watch?v=Si-TFUSo2wk
• https://github.com/dangkhoasdc/awesome-vector-database

Various

Generative Ai

• GenAI in a nutshell https://www.youtube.com/watch?v=2IK3DFHRFfw
• RAG and AI (Patrick Lewis and Facebook aka Meta AI Team) https://arxiv.org/abs/2005.11401
• concrete cases https://www.tech.rocks/vods/a5a9fa2b-fe98-ee11-8925-000d3a28bef0/ia-generative-chez-teads-de-l-idee-a-la-realite
• Wikimedia’s CTO: In the age of AI, human contributors still matter https://www.technologyreview.com/2024/02/26/1088137/wikimedia-wikipedia-cto-selena-deckelmann-ai-human-contributions/

Engineering practises

• https://newsletter.pragmaticengineer.com/p/zirp-engineering-practices

Boundaries between cloud and edge computing will continue to blur, predicts Jonas Bonér of Lightbend

• https://tfir.io/boundaries-between-cloud-and-edge-computing-will-continue-to-blur-predicts-jonas-boner-of-lightbend/
• https://www.kalix.io/

Measuring GitHub Copilot’s Impact on Productivity

• https://cacm.acm.org/research/measuring-github-copilots-impact-on-productivity/

JCP, 25 years old

• https://www.agilejava.eu/2024/03/01/javaforum-malmo-february-2024/

Shade of Conways law

• https://thinkinglabs.io/talks/2022/08/26/shades-of-conways-law.html

Competencies and Responsibilities of a Research Software Engineer

• https://arxiv.org/pdf/2311.11457.pdf
• https://github.com/RSEToolkit/rse-competencies-toolkit