Performance vs Practicality: A Comparison of vLLM and Ollama (link)
Building a Multi-Agent AI System with LangGraph and LangSmith (link)
Agentic RAG: Company Knowledge Slack Agents (link)
The math and logic behind ChatGPT. This paper is all you need. (link)
Build an AI Agent That Turns SQL Databases into Dashboards — No Queries Needed (link)
OpenAI: Scaling PostgreSQL to the Next Level (link)
Bright Data MCP (link)
Data Engineering: Now with 30% More Bullshit (link)
Solving RL Algorithms by Hand: A Step-by-Step Math Example (link)
DuckDB vs Databricks SQL Warehouse: Can We Save on Compute? (link)
Most Developers Get This Wrong in Docker Networking! (link)
Dynamic Data Source Routing in Spring Boot: Master Multi-Tenancy & Read-Write Separation (link)
Documents to Markdown Beyond Conventional Limits with gpt4.1 | ExtractThinker (link)
Deep Dive into uv Dockerfiles by Astral: Image Size, Performance & Best Practices (link)
GPT-4.1 just PERMANENTLY transformed how the world will interact with data (link)
SQLMesh Incremental Modeling with DuckDB: A Hands-On Tutorial (link)
Postgres Language Server: Initial Release (link)
VS Code’s New AI Did My Job for 30 Minutes. The Results? Honestly Shocking! (link)
Building a modern Data Warehouse from scratch (link)
Building a Modern Data Lakehouse with DuckDB and MinIO (link)
A case where SQL joins struggle but MongoDB documents shine (link)
Fine-Tuning a Text-to-SQL LLM for Reasoning Using GRPO (link)
From Zero to Production: Building a Rock-Solid K3s Cluster with PostgreSQL (link)
Beyond Materialized Views: Using DuckDB for In-Process Columnar Caching (link)
I tested out all of the best language models for frontend development. One model stood out amongst the rest. (link)
Transforming VS Code into a Powerful SQL IDE (link)
smallpond (link)
Life Altering Postgresql Patterns (link)
API-First AI Agentic Patterns: Building Smarter Systems Without the Framework Overhead (link)
The Most Comprehensive Explanation of Session, Cookie, Token, and JWT (link)
Should Stakeholders be Writing SQL for Self-Service? (link)
PgBouncer: Don’t Let Connection Chaos Ruin Your Day (link)
Xata Agent, your AI expert in PostgreSQL (link)
Can Artificial Intelligence Created Better Tables Than You? (link)
Turbocharging Denodo AI SDK: How Semantic Caching Makes Text-to-SQL 9X Faster (link)
How I built a SaaS product with 100% AI generated code (link)
Benchmarking PostgreSQL Batch Ingest (link)
Google’s Gemma-3 Fine-Tuning Made Simple: Create Custom AI Models with Python and Unsloth (link)
This Happens Inside Python…When We Call a Function (link)
SQLAlchemy 2.0: The Most Powerful ORM for Python Yet (link)
After DeepSeek-R1, a goldmine of research is waiting to be discovered. (link)
Stop Writing Manual Validators! Use Pydantic for Data Validation (link)
PostgreSQL: 1 trillion rows in Citus (link)
Is Kimball Still Relevant in the Modern Data Warehouse Era? (link)
STOP Using Python Dictionaries Like This! (link)
Multi-Tenant Architecture using SpringBoot and PostgreSQL (link)
PyGWalker (link)
OpenAI’s new prompting guide: how to get the best results from reasoning models (link)
Using Custom Agents in Cursor, Windsurf, Copilot and Others to Supercharge Your Workflow (link)
Data Warehouse Basics: How to Handle Changing Data with SCDs (link)
Postgres is all you need for vectors (link)
Building a Perfect Million Parameter LLM Like ChatGPT in Python (link)
I “vibe-coded” over 160,000 lines of code. It IS real. (link)
Hard-Earned Lessons from a Year of Building AI Agents (link)
License to Kill: Coding with Cursor AI Agents (link)
How To Train Your PyTorch Models (Much) Faster (link)
Prompt Decorators: A Simple Way to Improve AI Responses (link)
Postgres query plan visualization tools (link)
Vector Search at 10,000 QPS in PostgreSQL with VectorChord (link)
Optimizing PostgreSQL Performance: Essential Queries for Monitoring and Maintenance (link)
One Line of SQL, All the LiteLLM Embeddings (link)
How to Map Column Values in a Pandas DataFrame? (link)
Introducing Wren AI’s New AI-Powered Spreadsheets & Pre- (link)
Top 6 Core App Dashboard Building Tools (link)
How I Learned to Love init.py : A Simple Guide (link)
Postgres as a Graph Database: (Ab)using pgRouting (link)
EdgeDB is now Gel and Postgres is the Future (link)
EdgeDB 1.0 (link)
Use PASSING with JSON_TABLE() To Make Calculations (link)
How PostgreSQL’s Aggregate FILTER Will Spoil You (link)
Handling Billions of Rows in PostgreSQL (link)
Creating an AI Agent That Uses a Computer Like People Do (link)
Delta Lake 4.0: Next-Level Big Data Management (link)
From Traditional BI to GenBI: Embracing a Smarter, More Human Approach (link)
Building a Reliable Text-to-SQL Pipeline: A Step-by-Step Guide pt.1 (link)
Building a Reliable Text-to-SQL Pipeline: A Step-by-Step Guide pt.2 (link)
Batch processing at Scale: How PostgreSQL outperformed BigQuery for us (link)
Try Deep Research and our new experimental model in Gemini, your AI assistant (link)
Introducing Perplexity Deep Research (link)
ClickBench — a Benchmark For Analytical DBMS (link)
Economics of LLMs: Evaluations vs Pricing (link)
Open Source Data Engineering Landscape 2025 (link)
Modern CI-CD Pipelines of REST API Python Project with UV (link)
Real-Time Chat Application with FastAPI and WebSockets (link)
10 Advanced Python Concepts You Should Know To Be a Senior Developer (link)
ETL, ELT… or Something Better? (link)
MkDocs (link)
Building DeepSeek R1 from Scratch Using Python (link)
Postgres in the time of monster hardware (link)
Representing graphs in Postgresql (link)
Expanding Pgai Vectorizer: SQLAlchemy and LiteLLM Make Vector Search Simple (link)
Redis with FastAPI for Lightning-Fast Applications (link)
Top 8 PostgreSQL Extensions (link)
No need to write the boilerplate code again. Use Python dataclasses instead (link)
Building the Modern PostgreSQL GUI With PopSQL (link)
The twelve-factor app (link)
What I’ve Discovered While Using uv (link)
11+ React Ecosystem: Libraries That Shape Modern Development in 2025 (link)
20 Advanced Statistical Approaches Every Data Scientist Should Know (link)
How Uber Handles TRILLIONS of Transactions — The Secret (link)
Data Formulator: Create Rich Visualizations with AI (link)
Improving Agentic SQL Generation (link)
Several ways to improving the accuracy of AI-generated SQL (link)
IceCream (link)
Building a SQL Bot with LangChain, Azure OpenAI, and Microsoft Fabric (link)
11 Free Must-Know Websites for Every Developer (link)
OpenAI just quietly released another agentic framework. It’s really fucking cool (link)
Google just ANNIHILATED DeepSeek and OpenAI with their new Flash 2.0 model (link)
Enhancing Text-to-SQL Agents with Step-by-Step Reasoning (link)
Top 16+ Modern React Libraries To Supercharge Your Next Big Project (link)
Let’s reproduce GPT-2 (1.6B): one 8XH100 node, 24 hours, $672, in llm.c (link)
Drawing DeepSeek R1 Architecture and Training Process from Scratch (link)
Advanced SQL for Data Professionals (link)
FineWeb: decanting the web for the finest text data at scale (link)
Step-by-Step: Running DeepSeek locally in VSCode for a Powerful, Private AI Copilot (link)
DeepSeek R1 in 24GB GPU : Dynamic Quantization by Unsloth AI for a 671B-Parameter Model (link)
Fine-Tuning DeepSeek-R1 on Consumer Hardware: A Step-by-Step Guide (link)
DeepSeek Fine-Tuning Made Simple: Create Custom AI Models with Python (link)
Beyond Cost Savings: The True Power of Apache Iceberg in Modern Data Architectures (link)
Handling Slowly Changing Dimensions (SCD) in Modern Data Pipelines: A Complete Guide with SQL Examples (link)
Top 15 Must-Have JavaScript UI Libraries to Elevate Your Web Development (link)
I ranked every AI Coder: Bolt vs. Cursor vs. Replit vs Lovable (link)
Ollama vs vLLM: which framework is better for inference? (Part II) (link)
Automating Data Summarization in PostgreSQL With Claude (link)
RunSQL (link)
ChartDB (link)
Rethinking the frontend with HTMX (link)
Why Docker Might Not Be Your Best Choice (link)
SQLModel (link)
Why Choose Caddy Server instead Nginx? (link)
documentdb (link)
Top 15 Trending GitHub Repositories For AI Developement (link)
Stream Processing Systems in 2025: RisingWave, Flink, Spark Streaming, and What’s Ahead (link)
Ollama vs vLLM: which framework is better for inference? (link)
Is Cursor better than VS Code? (link)
Stop Being Racist! Just Use DeepSeek Dammit! (link)
AlloyDB vs PostgreSQL: Unleash Performance, Slash Costs, Simplify Data Stack (link)
2025 Data Engineering & AI Trends (link)
Don’t Fear Async: A Friendly Guide to Python’s Most Powerful Tool (link)
Top 11 AI-Powered Developer Tools Transforming Workflows in 2025 (link)
A Simple Guide to DeepSeek R1: Architecture, Training, Local Deployment, and Hardware Requirements (link)
Building an End-to-End Data Lake ELT Pipeline using Modern Data Stack (link)
25 Game-Changing Websites Every Developer Must Bookmark (link)
I am among the first people to gain access to OpenAI’s “Operator” Agent. Here are my thoughts. (link)
Building a Reliable Text-to-SQL Pipeline: A Step-by-Step Guide pt.1 (link)
DeepSeek-R1: A Cutting-Edge Logical Reasoning Model for Local AI Development with Ollama (link)
I spent 6 hours learning AWS Glue. Here is what I found (link)
LlamaCoder (link)
OCR with Phi-3-Vision: Revolutionizing Document Processing (link)
How We Built a Content Recommendation System With Pgai and Pgvectorscale (link)
SQL Applications using LlamaIndex (link)
Step-by-Step Guide to Creating Your Own Large Language Model (link)
LLM Finetuning Strategies (link)
A Visual Exploration of Semantic Text Chunking (link)
The Best NVIDIA GPUs for LLM Inference: A Comprehensive Guide (link)
Jupyter Agent: Revolutionizing Data Analysis with LLMs (link)
Combining FastAPI, PostgreSQL, and Leaflet — GIS Tutorial (link)
Unlock Custom Quantization for Hugging Face Models Locally with Ollama (link)
Python Mako (link)
Python Memory Management: Best Practices for Performance (link)
From query to plot: Exploring GeoParquet Overture Maps with Ibis, DuckDB, and Lonboard (link)
PostGIS meets DuckDB: Crunchy Bridge for Analytics goes Spatial (link)
FlockMTL is a DuckDB extension that integrates language model (LLM) (link)
DuckERD CLI (link)
Enhance your AI/ML applications with flexible Bring Your Own Model options (link)
Building a High-Performance Data Pipeline Using DuckDB (link)
Why PyMuPDF4LLM is the Best Tool for Extracting Data from PDFs (link)
This is How I Use Swagger to Design REST APIs Before Starting the Development (link)
The Ultimate Guide to Relational Databases for Backend Developers (link)
Dynamic SQL Query Formation with Jinja Template (link)
How I Made A Python Script 130 Times Faster with PostgreSQL Query Optimization (link)
Examples of specialized DB Usage (link)
Turn Your CSVs Into Graphs Using LLMs (link)
Optimizing Your Database for Analytics (link)
Implementing Hybrid Search with Postgres and pgvector (link)
rainfrog - terminal ui for postgres (link)
How SELECT FOR UPDATE Works (link)
Storage Disaggregated Databases and Shared Transaction Log Architecture In Comparison (link)
Implementing Filtered Semantic Search Using Pgvector and JavaScript (link)
Open-Source Visual ETL Tools in 2024 (link)
4 SQLAlchemy Features For Data Engineering (link)
Fine-Tuning LLM model (Meta-Llama-3.1–8B) using unsloth for Text-to-SQL Data (link)
Navigating the New Types of LLM Agents and Architectures (link)
Self-Hosting LLaMA 3.1 70B (or any ~70B LLM) Affordably (link)
Extracting Meaning from Tables in Financial Statements With LLMs and Chatbots (link)
How to Containerize Your Local LLM (link)
LLM Monitoring and Observability: Tools, Tips and Best Practices (link)
Quantization of LLMs with llama.cpp (link)
Why I Use Open Weights LLMs Locally (link)
Build your own Large Language Model (LLM) From Scratch Using PyTorch (link)
What We Learned from a Year of Building with LLMs (Part I) (link)
TEXTGRAD vs DSPY : Revolutionizing AI System Optimization through Automatic Text-Based Differentiation (link)
IDE in the Web Browser? Let me show you Project IDX by Google (link)
A Practical Guide to using Pydantic (link)
Build Your Own Llama 3 Architecture from Scratch Using PyTorch (link)
Running Ollama on Google Colab (Free Tier): A Step-by-Step Guide (link)
Using docker init to write Dockerfile and docker-compose configs (link)
Grok 2–Why It’s HUGE for AI (link)
6 Best Practices for Writing Dockerfiles (link)
Document Extraction Is GenAI’s Killer App (link)
Fine-Tuning LLAMA 3 Model for Relation Extraction Using UBIAI Data (link)
DuckDB & PyArrow: Lightweight and Speed Data Analysis (link)
When PostgreSQL Query Planner Goes Rogue: A Deep Dive into Query Optimization (link)
Real-time Distributed score streaming using gRPC and Redis (link)
Customize Generative AI Models for Enterprise Applications with Llama 3.1 (link)
Pinecone vs. Postgres pgvector (link)
Postgres vs. Pinecone (link)
No, Data Engineers Don’t NEED dbt. (link)
Improving Performance for Data Visualization AI Agent (link)
The new “window.ai” API will blow your mind. (link)
Cost-Effective Text Embedding: Leveraging Ollama Local Models with Azure SQL Databases (link)
PostgreSQL and Pgvector (link)
Making PostgreSQL a Better AI Database (link)
When Should You Use Distributed PostgreSQL for Gen AI Apps? (link)
Building the Best PostgreSQL GUI: Announcing Our Acquisition of PopSQL (link)
Web Scraping With 5 Different Methods: All You Need to Know (link)