Walk on the web flow 20240326

Architecture

Old but still interesting to remember, java.lang.invoke whisper to the jit by Remi Forax

• https://www.youtube.com/watch?v=z5UkoLaW6ME

The Hidden Dynamic Life of Java by Nataliia Dziubenko Java is introducing more and more dynamic behaviour recently, which is facilitated by the invokedynamic instruction

• https://www.youtube.com/watch?v=tkZNBFLti1w

OOP versus DOP

• https://www.youtube.com/watch?v=HSk5fdKbd3o
• https://www.infoq.com/articles/data-oriented-programming-java/
• https://nipafx.dev/inside-java-newscast-29/
• https://www.infoq.com/articles/architecting-java-persistence-patterns-and-strategies/

Milvus architecture (vector database)

• https://medium.com/@chunhan20230315/milvus-storage-compute-separation-series-1-introduction-to-milvus-architecture-e0a4a2521c90

Instagram architecture

• https://read.engineerscodex.com/p/how-instagram-scaled-to-14-million

Why Meta not using Git

• https://graphite.dev/blog/why-facebook-doesnt-use-git

Learning plateform to train on architecture

• https://codecrafters.io

Creation workshop

• https://moaw.dev/workshop/create-workshop/

Llm usage, architecture and link with DDD

• DDD experiment LLM https://www.infoq.com/news/2024/03/Evans-ddd-experiment-llm/ and https://www.youtube.com/@ExploreDDD/playlists
• LLM et DDD https://microservices.io//post/architecture/2024/03/23/exploreddd-intersection-ddd-llms.html
• Usages https://hbr.org/2024/03/how-people-are-really-using-genai

Architecture at Decathlon, BFF (Backend for Frontend) pattern

• https://www.infoq.com/news/2024/03/decathlon-backend-for-frontend
• https://learn.microsoft.com/en-us/azure/architecture/patterns/backends-for-frontends

Spring, internals of RestClient

• https://foojay.io/today/spring-internals-of-restclient/

Plateform engineering (principles, support, architecture)

• https://www.infoq.com/presentations/scale-platform-engineering

Dev

Java 22 is launch

• https://dev.java/community/java-22-launch/

Java experiment gather stream

• https://www.morling.dev/blog/zipping-gatherer/

Review Java MethodHandle method

• https://jornvernee.github.io/methodhandles/2024/01/19/methodhandle-primer.html

Kata refactoring code sample (from Refactoring book of Martin Fowler, chapter 1 Refactoring: A First Example)

• https://martinfowler.com/articles/2024-refactoring-code-samples.html
• https://github.com/emilybache/Theatrical-Players-Refactoring-Kata
• https://yoan-thirion.gitbook.io/knowledge-base/software-craftsmanship/code-katas/theatrical-players-refactoring-kata

SpringAI tutorial with RAG and Vectordatabase

• https://www.sivalabs.in/spring-ai-rag-using-embedding-models-vector-databases/

Resources learning Spring

• https://github.com/spring-office-hours/resources-learning-spring

Llm for developpers :

• Java langchain basics in llm world : https://www.baeldung.com/java-langchain-basics
• Unleashing AI in Java: A Guide to Semantic Kernel, LangChain4j, and Spring AI by Marcus Hellberg : https://www.youtube.com/watch?v=qL9A21N-6J4
• Introduction to starcoder https://www.softwareheritage.org/2024/02/28/responsible-ai-with-starcoder2/
• open llm dedicated to code https://huggingface.co/bigcode

TimeSeries model forecasting (by google)

• https://www.marktechpost.com/2024/02/12/google-research-introduces-timesfm-a-single-forecasting-model-pre-trained-on-a-large-time-series-corpus-of-100b-real-world-time-points/

Tool

LLM transformer debugger

• https://www.infoq.com/news/2024/03/openai-releases-transformer-db/
• https://github.com/openai/transformer-debugger

jetbrain plugin to compute and display code complexity

• https://plugins.jetbrains.com/plugin/21667-code-complexity

Java tabular data structure based on eclipse collection

• https://github.com/vmzakharov/dataframe-ec

Python AND shell

• https://github.com/xonsh/xonsh

Ocr with Java and tess4j

• https://github.com/nguyenq/tess4j
• https://github.com/tesseract-ocr/tesseract

Tool collection of Java AI projects

• https://www.baeldung.com/java-ai

Release of JMC version 9

• http://hirt.se/blog/?p=1477

Linux crisis tool to install on linux server (before incident)

• https://www.brendangregg.com/blog/2024-03-24/linux-crisis-tools.html

Various

Ebay generative AI feedback

• https://www.infoq.com/news/2024/03/ebay-generative-ai-development/

Career path lead tech or do

• https://www.infoq.com/articles/leading-team-software-engineer