Machine Learning
Your First Job as a Data Engineer at a New Company? Make the ETL Pipeline Testable
June 24, 2026
Your First Job as a Data Engineer at a New Company? Make the ETL Pipeline Testable
joining a new company as a data engineer. You inherit several ETL pipelines and are responsible for maintaining them. What…
Three-Stage True Recall Cycle in Gemma-2B and Gemma-12B-IT
June 24, 2026
Three-Stage True Recall Cycle in Gemma-2B and Gemma-12B-IT
models that represent true knowledge within? This post presents BizzaroWorld, a machine learning experiment that attempts to localize fact-remembering circuits…
Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead
June 24, 2026
Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead
we developed a text-to-SQL application. It was a simple one-agent architecture that takes a user query in natural language and…
Anchor Detection for RAG: Parallel Detectors, Then One LLM Call at the End
June 24, 2026
Anchor Detection for RAG: Parallel Detectors, Then One LLM Call at the End
brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question parsing, retrieval,…
How to Create Dynamic Loops in Claude Code
June 23, 2026
How to Create Dynamic Loops in Claude Code
A very popular topic is coding agents lately. Loops are a concept where you have an agent that acts autonomously…
I Spent An Hour On Data Preprocessing Before Querying Gemini
June 23, 2026
I Spent An Hour On Data Preprocessing Before Querying Gemini
important time for the preparation of the data for the activities below. Whether it involves data cleansing, handling missing values,…
Retrieval Is Filtering, Not Search: A Mental Model for Enterprise RAG
June 23, 2026
Retrieval Is Filtering, Not Search: A Mental Model for Enterprise RAG
brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question parsing, retrieval,…
The Age of No-Code AI: What You Need to Know
June 23, 2026
The Age of No-Code AI: What You Need to Know
Introduction in a world where knowing a programming language was considered “hot”. If you knew how to program, you had…
Build Your Own Local Code AI Agent with Gemma 4 and OpenCode
June 23, 2026
Build Your Own Local Code AI Agent with Gemma 4 and OpenCode
they are now part of the normal development process. Many people use them with cloud-managed models, as they are simple,…
Encoding Categorical Data for Outlier Detection
June 22, 2026
Encoding Categorical Data for Outlier Detection
my series on Outlier Detection. In this article, we look at working with categorical data. Generally when performing outlier detection…