Machine Learning

One Flexible Tool Beats a Hundred Dedicated

One Flexible Tool Beats a Hundred Dedicated

when you wanted the LLM agent to talk to the system at the beginning of 2026 it was to install…
Why Your AI Demo Will Die in Production

Why Your AI Demo Will Die in Production

anytime in enterprise AI in the last two years, you know the pattern. A small team developed a proof of…
How to expand OpenAI's Codex

How to expand OpenAI's Codex

articles about Anthropic's Claude code, and how I use it for programming, and various techniques I use to make it…
Pandas Ain't Going Anywhere: Why It's Still My Go-To for Data Wrangling

Pandas Ain't Going Anywhere: Why It's Still My Go-To for Data Wrangling

learning data science in 2020, Pandas was one of the most popular tools. Although the new tools focus on improving…
LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships

LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships

TL;DR a full working implementation in pure Python, with real benchmark numbers. Most teams evaluate LLM responses by reading them…
From Data Analyst to Data Engineer: My 12-Month Self-Study Roadmap

From Data Analyst to Data Engineer: My 12-Month Self-Study Roadmap

. Part of me started this journey because data engineering is one of the hottest and highest paying jobs right…
Recursive Language Models: An All-in-One Deep Dive

Recursive Language Models: An All-in-One Deep Dive

, you will learn what Recursive Language Models (RLMs) are, why they are winning all the long-context benchmarks right now,…
From Raw Data to Risk Classes

From Raw Data to Risk Classes

model fails not because the algorithm is weak, but because the variables were not prepared in a way the model…
How Do I Upgrade My Claude Code?

How Do I Upgrade My Claude Code?

articles about the techniques I use when using Claude Code to get the most out of it. However, a topic…
Why Does My Coding Assistant Start Responding in Korean When I'm Typing Chinese

Why Does My Coding Assistant Start Responding in Korean When I'm Typing Chinese

. Mostly, I work with my Chinese coding assistant. However, my writing is​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​a. Yesterday, I asked my coding assistant in…
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