README
🏭 Plant2ML Weekly Highlights
2025
- Top References of the Week (July 28 - August 3)
- Top References of the Week (February 17 - February 23)
- Top References of the Week (February 10 - February 16)
- Top References of the Week (February 3 - February 9)
- Top References of the Week (January 27 - February 2)
- Top References of the Week (January 20 - January 26)
- Top References of the Week (January 13 - January 19)
- Top References of the Week (January 6 - January 12)
- Top References of the Week (December 30 - January 5)
Top References of the Week (July 28 - August 3) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Practical Context Engineering for Vibe Coding with Claude Code | #llm | Blog |
| 2) Claude Code in Action | #llm #course | Course |
Top References of the Week (February 17 - February 23) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Making LLMs Remember using this Prompting Technique | #llm | Blog |
| 2) GitHub Copilot Is Free Now… But Should You Use It? | #llm | Blog |
| 3) Gogolla 2025 - Developing configurations and solutions for logical puzzles with UML and OCL | Paper | |
| 4) One Click Knowledge Graph Creation Creates Bad Graphs | #knowledgegraph | Blog |
| 5) This new Jetbrains Junie AI is amazing | Blog | |
| 6) Exactly How Much vRAM (and Which GPU) Can Serve Your LLM? | #llm | Blog |
| 7) Unified Knowledge Graph Model — RDF, RDF* vs LPG — The end of war | #knowledgegraph | Blog |
| 8) On “Machine Readable” Ontologies | Blog | |
| 9) AI is breaking free — an emerging AI-UX pattern | #uiux | Blog |
Top References of the Week (February 10 - February 16) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Microsoft launches a new generative AI script: GenAIScript! | #llm | Blog Microsoft GitHub |
| 2) 274 - Object segmentation using voronoi and otsu | #voronoi | YouTube |
| 3) Tournois 2010 - 2D Centroidal Voronoi Tessellations with Constraints | #voronoi | Paper |
| 4) Mayya 1994 - Voronoi diagrams of polygons: A framework for shape representation | #voronoi | Paper |
| 5) How Do I Store a Knowledge Graph in a Database? | #llm #knowledgegraph | Blog |
| 6) de Lara 2024 - Software Development... For All? Democratisation and Automation in Software Development | #llm | Paper |
| 7) Schieferdecker 2025 - Next-Gen Software Engineering Big Models for AI-Augmented Model-Driven Software Engineering | #llm | Paper |
| 8) Deployment diagrams in the C4 model | #diagrams | Blog |
| 9) Bender 2021 - Tiny Pointers - Undergraduate Upends a 40-Year-Old Data Science Conjecture | Paper Blog | |
| 10) Yury Malkov — Staff Engineer, Twitter — Author of the most adopted ANN algorithm HNSW | #embeddings | YouTube |
Top References of the Week (February 3 - February 9) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) GitHub Copilot - Increasing collaborative development with AI | #llm | Book |
| 2) LightRAG : A GraphRAG Alternative | #llm #rag #knowlwdgegraph | Blog GitHub |
| 3) Seaman 2025 - Qualitative Research Methods in Software Engineering: Past, Present, and Future | Paper | |
| 4) Mukhtar 2018 - Automatic code generation from UML diagrams: the state-of-the-art | Paper | |
| 5) Mhatre 2024 - A Novel Approach for Creating Flowcharts using Generative AI | #llm #diagrams | Paper |
| 6) Alshareef 2024 - Generative AI with Modeling and Simulation of Activity and Flow-Based Diagrams | #llm #diagrams | Paper |
| 7) Chama 2012 - Model checking and code generation for uml diagrams using graph transformation | #diagrams | Paper |
| 8) The pros and cons of diagram-as-code for software architecture | #llm #diagrams | Blog Reddit |
| 9) A Month with Cursor and Claude-Dev: My Thoughts | #llm | Blog |
| 10) DeepSeek Has Arrived In Cursor — But Is It Better Than Claude? | #llm | Blog |
Top References of the Week (January 27 - February 2) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Has Anthropic Claude just wiped out an entire industry? | #llm | Blog1 Blog2 Blog3 |
| 2) Top 5 resources to get started with the C4 model | Blog | |
| 3) When (not) to Use GraphRAG - What is GraphRAG, and when should you use it? | Blog GitHub | |
| 4) Why The Focus Has Shifted from AI Agents to Agentic Workflows - We find ourselves on a stairway from where Large Language Models were introduced to AI Agents with human like digital interactions. | #llm | Blog |
| 5) Vector Similarity Search in Graph Databases: Combining Graph Structure with Embeddings | #embeddings #knowledgegraph | Blog |
| 6) How to create common architecture diagrams with the C4 model | Blog | |
| 7) Langchain (Upgraded) + DeepSeek-R1 + RAG Just Revolutionized AI Forever | #llm | Blog |
| 8) How to turn an idea into a prototype with AI | #uiux #llm | Blog |
| 9) Advancing Time Series Forecasting: A Comparative Study of Mamba, GRU, KAN, GNN, and ARMA Models Evaluating Modern and Traditional Methods for Multivariate Time Series Prediction | #timeseries | Blog GitHub |
| 10) Anthropic’s MCP: Set up Git MCP Agentic Tooling with Claude Desktop | #llm | Blog |
Top References of the Week (January 20 - January 26) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Software engineers, start packing your bags for an early retirement. Devin AI is out, and this is going to change many things. Junior devs might need to be cautious. | Blog Devin.ai | |
| 2) Top Agentic AI Design Patterns | #llm #designpatterns | Blog |
| 3) The Real Reason We Still Need Software Developers in the World of AI | Blog | |
| 4) Why Claude AI Is Losing the Race Against ChatGPT — Despite Being a Superior Product | Blog | |
| 5) Selecting a Database for Generative AI in the Enterprise | Blog | |
| 6) What Is Retrieval-Augmented Generation (RAG)? | Blog | |
| 7) Forget SaaS: Vertical AI Agents Are the Next Big Thing | Blog | |
| 8) Frontend Development: Is this the end? | Blog | |
| 9) DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning | #llm | Paper GitHub |
| 10) How to find the transfer function of a system | #control | Blog |
Top References of the Week (January 13 - January 19) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Building Graph RAG for structured and unstructured data. | #llm | Blog |
| 2) Ontology Modelling and Engineering - Ontologies Prevent Hallucinations in LLM-based Applications | Blog | |
| 3) Can AI Models Show Us How People Learn? Impossible Languages Point a Way | #llm | Blog |
| 4) Building Better GenAI: Your Intro to RAG & Graphs - Neo4j | Webinar | |
| 5) GenAI and Graphs: An Introduction to Building GenAI Apps - Neo4j | Webinar | |
| 6) Free Neo4j Data Scientist Courses - Hands-on training. No installation required. | Courses | |
| 7) Behrouz 2024 - Titans: Learning to Memorize at Test Time | Paper | |
| 8) Sky-T1: Train your own O1 preview model within $450 | #llm | Blog GitHub |
| 9) Google Releases Transformer 2.0 | Blog | |
| 10) Treude 2025 - How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering | #llm | Paper |
Top References of the Week (January 6 - January 12) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Beyond Markdown: A New Era of Diagram-as-Code” — Book Spotlight | #llm #diagram | Blog |
| 2) Docker Desktop 4.37: AI Catalog and Command-Line Efficiency | Blog | |
| 3) Top 10 Enterprise Technology Trends in 2025: Platform Engineering and AI Agents Lead the Charge (Part 1) | Blog | |
| 4) Top 10 Enterprise Technology Trends in 2025 (Part 2): Simplifying the Software Development Lifecycle | Blog | |
| 5) OpenAI’s o3 + Swarm + RAG Python Project: Easy AI/Chat for your Docs | Blog | |
| 6) Anthropic’s Research on GenAI Building Blocks - Anthropic’s Latest Research On Building Effective AI Agents | Blog | |
| 7) Why Functional Programming Languages Will Never Be Mainstream | Blog | |
| 8) Nvidia Is About To Collapse The Price Of AI Models | Blog | |
| 9) 🚀 The Best RAG Frameworks for LLMs 2025: A Complete Comparison Guide 🧠✨ - 🔍 Comparative Study of All RAG Frameworks | #llm | Blog |
| 10) DeepSeek-V3: Diagrammed | Blog |
Top References of the Week (December 30 - January 5) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Jongeling 2024 - How are informal diagrams used in software engineering? An exploratory study of open-source and industrial practices | Paper | |
| 2) Gao 2024 - The Current Challenges of Software Engineering in the Era of Large Language Models | #llm | Paper |
| 3) Advanced Prompt Engineering: Chain of Thought (CoT) Comparing different techniques for reasoning | #llm | Blog |
| 4) Is Claude MCP the beginning of a true Agentic Era? | #llm | Blog |
| 5) Forget Programming Languages: Code with Maths Instead The Only Exception? C/C++ | Blog | |
| 6) Unlocking the Hidden Power of AI Agents: Design Patterns That Delivered 300% Efficiency Gains | #llm #designpatterns | Blog Paper Gorilla GitHub |
| 7) How Can Architecture-Driven Code Generation with GPT Improve Software Quality? | #llm Claude | Blog |
| 8) Claude Converses With Neo4j Via MCP | #llm #knowledgegraph | Blog MCP |
| 9) MarkItDown: Microsoft’s Game-Changing Tool That Turns Any Document into Clean Markdown | Blog | |
| 10) ChatGPT 101, Terminology, Commands and 7 Prompt Structures | #llm | Blog |
Contributors
mirceat
383 commits
Similar repos
README
🏭 Plant2ML Weekly Highlights
2025
- Top References of the Week (July 28 - August 3)
- Top References of the Week (February 17 - February 23)
- Top References of the Week (February 10 - February 16)
- Top References of the Week (February 3 - February 9)
- Top References of the Week (January 27 - February 2)
- Top References of the Week (January 20 - January 26)
- Top References of the Week (January 13 - January 19)
- Top References of the Week (January 6 - January 12)
- Top References of the Week (December 30 - January 5)
Top References of the Week (July 28 - August 3) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Practical Context Engineering for Vibe Coding with Claude Code | #llm | Blog |
| 2) Claude Code in Action | #llm #course | Course |
Top References of the Week (February 17 - February 23) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Making LLMs Remember using this Prompting Technique | #llm | Blog |
| 2) GitHub Copilot Is Free Now… But Should You Use It? | #llm | Blog |
| 3) Gogolla 2025 - Developing configurations and solutions for logical puzzles with UML and OCL | Paper | |
| 4) One Click Knowledge Graph Creation Creates Bad Graphs | #knowledgegraph | Blog |
| 5) This new Jetbrains Junie AI is amazing | Blog | |
| 6) Exactly How Much vRAM (and Which GPU) Can Serve Your LLM? | #llm | Blog |
| 7) Unified Knowledge Graph Model — RDF, RDF* vs LPG — The end of war | #knowledgegraph | Blog |
| 8) On “Machine Readable” Ontologies | Blog | |
| 9) AI is breaking free — an emerging AI-UX pattern | #uiux | Blog |
Top References of the Week (February 10 - February 16) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Microsoft launches a new generative AI script: GenAIScript! | #llm | Blog Microsoft GitHub |
| 2) 274 - Object segmentation using voronoi and otsu | #voronoi | YouTube |
| 3) Tournois 2010 - 2D Centroidal Voronoi Tessellations with Constraints | #voronoi | Paper |
| 4) Mayya 1994 - Voronoi diagrams of polygons: A framework for shape representation | #voronoi | Paper |
| 5) How Do I Store a Knowledge Graph in a Database? | #llm #knowledgegraph | Blog |
| 6) de Lara 2024 - Software Development... For All? Democratisation and Automation in Software Development | #llm | Paper |
| 7) Schieferdecker 2025 - Next-Gen Software Engineering Big Models for AI-Augmented Model-Driven Software Engineering | #llm | Paper |
| 8) Deployment diagrams in the C4 model | #diagrams | Blog |
| 9) Bender 2021 - Tiny Pointers - Undergraduate Upends a 40-Year-Old Data Science Conjecture | Paper Blog | |
| 10) Yury Malkov — Staff Engineer, Twitter — Author of the most adopted ANN algorithm HNSW | #embeddings | YouTube |
Top References of the Week (February 3 - February 9) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) GitHub Copilot - Increasing collaborative development with AI | #llm | Book |
| 2) LightRAG : A GraphRAG Alternative | #llm #rag #knowlwdgegraph | Blog GitHub |
| 3) Seaman 2025 - Qualitative Research Methods in Software Engineering: Past, Present, and Future | Paper | |
| 4) Mukhtar 2018 - Automatic code generation from UML diagrams: the state-of-the-art | Paper | |
| 5) Mhatre 2024 - A Novel Approach for Creating Flowcharts using Generative AI | #llm #diagrams | Paper |
| 6) Alshareef 2024 - Generative AI with Modeling and Simulation of Activity and Flow-Based Diagrams | #llm #diagrams | Paper |
| 7) Chama 2012 - Model checking and code generation for uml diagrams using graph transformation | #diagrams | Paper |
| 8) The pros and cons of diagram-as-code for software architecture | #llm #diagrams | Blog Reddit |
| 9) A Month with Cursor and Claude-Dev: My Thoughts | #llm | Blog |
| 10) DeepSeek Has Arrived In Cursor — But Is It Better Than Claude? | #llm | Blog |
Top References of the Week (January 27 - February 2) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Has Anthropic Claude just wiped out an entire industry? | #llm | Blog1 Blog2 Blog3 |
| 2) Top 5 resources to get started with the C4 model | Blog | |
| 3) When (not) to Use GraphRAG - What is GraphRAG, and when should you use it? | Blog GitHub | |
| 4) Why The Focus Has Shifted from AI Agents to Agentic Workflows - We find ourselves on a stairway from where Large Language Models were introduced to AI Agents with human like digital interactions. | #llm | Blog |
| 5) Vector Similarity Search in Graph Databases: Combining Graph Structure with Embeddings | #embeddings #knowledgegraph | Blog |
| 6) How to create common architecture diagrams with the C4 model | Blog | |
| 7) Langchain (Upgraded) + DeepSeek-R1 + RAG Just Revolutionized AI Forever | #llm | Blog |
| 8) How to turn an idea into a prototype with AI | #uiux #llm | Blog |
| 9) Advancing Time Series Forecasting: A Comparative Study of Mamba, GRU, KAN, GNN, and ARMA Models Evaluating Modern and Traditional Methods for Multivariate Time Series Prediction | #timeseries | Blog GitHub |
| 10) Anthropic’s MCP: Set up Git MCP Agentic Tooling with Claude Desktop | #llm | Blog |
Top References of the Week (January 20 - January 26) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Software engineers, start packing your bags for an early retirement. Devin AI is out, and this is going to change many things. Junior devs might need to be cautious. | Blog Devin.ai | |
| 2) Top Agentic AI Design Patterns | #llm #designpatterns | Blog |
| 3) The Real Reason We Still Need Software Developers in the World of AI | Blog | |
| 4) Why Claude AI Is Losing the Race Against ChatGPT — Despite Being a Superior Product | Blog | |
| 5) Selecting a Database for Generative AI in the Enterprise | Blog | |
| 6) What Is Retrieval-Augmented Generation (RAG)? | Blog | |
| 7) Forget SaaS: Vertical AI Agents Are the Next Big Thing | Blog | |
| 8) Frontend Development: Is this the end? | Blog | |
| 9) DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning | #llm | Paper GitHub |
| 10) How to find the transfer function of a system | #control | Blog |
Top References of the Week (January 13 - January 19) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Building Graph RAG for structured and unstructured data. | #llm | Blog |
| 2) Ontology Modelling and Engineering - Ontologies Prevent Hallucinations in LLM-based Applications | Blog | |
| 3) Can AI Models Show Us How People Learn? Impossible Languages Point a Way | #llm | Blog |
| 4) Building Better GenAI: Your Intro to RAG & Graphs - Neo4j | Webinar | |
| 5) GenAI and Graphs: An Introduction to Building GenAI Apps - Neo4j | Webinar | |
| 6) Free Neo4j Data Scientist Courses - Hands-on training. No installation required. | Courses | |
| 7) Behrouz 2024 - Titans: Learning to Memorize at Test Time | Paper | |
| 8) Sky-T1: Train your own O1 preview model within $450 | #llm | Blog GitHub |
| 9) Google Releases Transformer 2.0 | Blog | |
| 10) Treude 2025 - How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering | #llm | Paper |
Top References of the Week (January 6 - January 12) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Beyond Markdown: A New Era of Diagram-as-Code” — Book Spotlight | #llm #diagram | Blog |
| 2) Docker Desktop 4.37: AI Catalog and Command-Line Efficiency | Blog | |
| 3) Top 10 Enterprise Technology Trends in 2025: Platform Engineering and AI Agents Lead the Charge (Part 1) | Blog | |
| 4) Top 10 Enterprise Technology Trends in 2025 (Part 2): Simplifying the Software Development Lifecycle | Blog | |
| 5) OpenAI’s o3 + Swarm + RAG Python Project: Easy AI/Chat for your Docs | Blog | |
| 6) Anthropic’s Research on GenAI Building Blocks - Anthropic’s Latest Research On Building Effective AI Agents | Blog | |
| 7) Why Functional Programming Languages Will Never Be Mainstream | Blog | |
| 8) Nvidia Is About To Collapse The Price Of AI Models | Blog | |
| 9) 🚀 The Best RAG Frameworks for LLMs 2025: A Complete Comparison Guide 🧠✨ - 🔍 Comparative Study of All RAG Frameworks | #llm | Blog |
| 10) DeepSeek-V3: Diagrammed | Blog |
Top References of the Week (December 30 - January 5) - 2025
| Reference | Hashtag | Links |
|---|---|---|
| 1) Jongeling 2024 - How are informal diagrams used in software engineering? An exploratory study of open-source and industrial practices | Paper | |
| 2) Gao 2024 - The Current Challenges of Software Engineering in the Era of Large Language Models | #llm | Paper |
| 3) Advanced Prompt Engineering: Chain of Thought (CoT) Comparing different techniques for reasoning | #llm | Blog |
| 4) Is Claude MCP the beginning of a true Agentic Era? | #llm | Blog |
| 5) Forget Programming Languages: Code with Maths Instead The Only Exception? C/C++ | Blog | |
| 6) Unlocking the Hidden Power of AI Agents: Design Patterns That Delivered 300% Efficiency Gains | #llm #designpatterns | Blog Paper Gorilla GitHub |
| 7) How Can Architecture-Driven Code Generation with GPT Improve Software Quality? | #llm Claude | Blog |
| 8) Claude Converses With Neo4j Via MCP | #llm #knowledgegraph | Blog MCP |
| 9) MarkItDown: Microsoft’s Game-Changing Tool That Turns Any Document into Clean Markdown | Blog | |
| 10) ChatGPT 101, Terminology, Commands and 7 Prompt Structures | #llm | Blog |
Similar repos
Contributors
mirceat
383 commits