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Pandas Isn't Going Anywhere: Why It's Still My Go-To for Data Wrangling | Towards Data Science
20+ hour, 53+ min ago (826+ words) Billions of rows might be the exception, but for everything else, Pandas is still a highly reliable tool. I see Pandas being used in not only for EDA or in notebooks but also in production systems. In this article, I'll…...
LLM Evals Are Based on Vibes " I Built the Missing Layer That Decides What Ships
22+ hour, 53+ min ago (1773+ words) How I built a lightweight evaluation system that measures faithfulness, detects hallucinations, and turns subjective LLM outputs into reproducible metrics " all in pure Python This article shows a full working implementation in pure Python, with real benchmark numbers. Most teams…...
From Data Analyst to Data Engineer: My 12-Month Self-Study Roadmap
1+ day, 20+ hour ago (1755+ words) The exact tools I'm learning, the projects I'm building, and the mistakes I'm already expecting to make To be honest. A part of me started this journey because data engineering is one of the hottest and highest-paying careers right now....
Recursive Language Models: An All-in-One Deep Dive
1+ day, 22+ hour ago (1805+ words) Exactly how does it differ from Re Act, Code Act, Self-Loops, and Subagents? In this article, you will learn what Recursive Language Models (RLMs) are, why they are winning all the long-context benchmarks right now, and understand how they are…...
Stop Evaluating LLMs with "Vibe Checks" | Towards Data Science
2+ day, 23+ hour ago (991+ words) How to build a decision-grade scorecard for AI agents Imagine you are an engineering manager. Your team has just spent three weeks refactoring the prompt chain for your company's internal AI research agent. They deploy the new version to a…...
The Next AI Bottleneck Isn't the Model: It's the Inference System
3+ day, 19+ hour ago (656+ words) Enterprise AI systems are entering a phase where inference design matters as much as model capability itself. Let's talk about something I've seen a lot when I'm working with enterprise AI teams: they nearly always blame the model when something…...
The Counterintuitive Networking Decisions Behind Open AI's 131, 000-GPU Training Fabric
3+ day, 20+ hour ago (1665+ words) Static routes. Lossy Ethernet. No routing protocols. Inside the architectural decisions that make Open AI's 131, 000-GPU training fabric work. Five design decisions, each individually counterintuitive, that together explain how synchronous training at this scale is even possible. Disable all routing…...
I Let Code Speak Take Over My Repository
3+ day, 22+ hour ago (1705+ words) What happened when I migrated a 10 K+ line project into an AI-native workflow To reduce this friction, assembly language emerged, replacing raw binary code with human-readable mnemonics such as ADD or MOV, which were then translated back into machine instructions....
Exploring Patterns of Survival from the Titanic Dataset
4+ day, 19+ hour ago (962+ words) Blueconic sets this cookie as a unique identifier for the Blue Conic profile. A beginner's tutorial on exploratory data analysis using Pandas, Matplolib, and Seaborn The Titanic shipwreck was a major historical incident that shaped how we view human survival…...
What's the Best Way to Brainwash an LLM?
4+ day, 22+ hour ago (1750+ words) I spent a weekend trying to convince a language model it was C-3 PO. Here's what actually worked. A few weeks ago I was handed one of the most fun research tasks I've ever been given: take a small language model,…...