Pandas Isn’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 new tools focus on improving Pandas’…
AI Tools
AI Tools
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…
Vercel Labs Introduces Zero, a Systems Programming Language Designed So AI Agents Can Read, Repair, and Ship Native Programs
Vercel Labs 01 / 09 · Overview ZeroThe Programming Languagefor Agents An experimental systems language that gives AI agents structured…
A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models
print(“\n” + “=”*72) print(“PART 3: Interaction decomposition”) print(“=”*72) inter = tree_expl.shap_interaction_values(X_te.iloc[:500]) inter_abs = np.abs(inter).mean(0) diag = np.diagonal(inter_abs).copy() off = inter_abs.copy();…
Nous Research Proposes Lighthouse Attention: A Training-Only Selection-Based Hierarchical Attention That Delivers 1.4–1.7× Pretraining Speedup at Long Context
Training large language models on long sequences has a well-known problem: attention is expensive. The scaled dot-product attention (SDPA) at…
Meet LiteLLM Agent Platform: A Kubernetes-Based, Self-Hosted Infrastructure Layer for Isolated Agent Sandboxes and Persistent Session Management in Production
Running AI agents in a local script is straightforward. Running them reliably in production across teams, across restarts, with isolated…
From Data Analyst to Data Engineer: My 12-Month Self-Study Roadmap
. A part of me started this journey because data engineering is one of the hottest and highest-paying careers right…
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,…
NVIDIA Introduces SANA-WM: A 2.6B-Parameter Open-Source World Model That Generates Minute-Scale 720p Video on a Single GPU
World models (systems that synthesize realistic video sequences from an initial image and a set of actions) are becoming central…
How to Build Repository-Level Code Intelligence with Repowise Using Graph Analysis, Dead-Code Detection, Decisions, and AI Context
banner(“§12 CLAUDE.md”) sh(“repowise generate-claude-md”) md = TARGET / “CLAUDE.md” if md.exists(): print(md.read_text()[:4000]) banner(“§13 MCP tools via CLI”) base = […