Tools News
AI tools are applications, APIs and developer resources built on top of AI models. This page tracks new launches, updates and productivity tools across the AI ecosystem.
998 articles · updated 24/7 from 100+ sources
sqlite-utils 4.0, now with database schema migrations
This morning I released sqlite-utils 4.0, the 124th release of that project and the first major version bump…
Enrich your datasets with business context: Migrating from legacy Topics to semantic datasets in Amazon Quick
If you’ve been managing Amazon Quick legacy Topics alongside your datasets, you know the challenge: two…
Data modeling best practices for Amazon Quick Sight multi-dataset relationships
Business intelligence analysts routinely face the same challenge at the start of every analytics project: the…
Data modeling patterns for Amazon Quick Sight multi-dataset relationships
In Part 1 of this series, we introduced Amazon Quick Sight Multi-Dataset Relationships and covered the…
Multi-dataset Topic best practices for Amazon Quick Chat
Note: The topics referenced throughout this document refer to the new Topics experience (not legacy Topics).…
Build a unified semantic layer across datasets with multi-dataset Topics in Amazon Quick
Amazon Quick is an AI-powered unified intelligence service that connects structured data and unstructured…
sqlite-migrate 0.2
Release: sqlite-migrate 0.2 The version that retires the library, instead implementing a compatibility shim…
github-code Web Component
Tool: github-code Web Component An experimental Web Component built using GPT-5.5 and the following prompt:…
SQL vs Pandas vs AI Agents: Which Solves Analytics Problems Best?
# Introduction We gave the same three interview questions from StrataScratch to SQL, Pandas, and a…
sqlite-utils 4.0
Release: sqlite-utils 4.0 See sqlite-utils 4.0, now with database schema migrations for details. Tags:…
Zero-Shot Local Document Parsing with Gemma 4: Treating PDFs as Images
# Introduction Run pdfplumber on a scanned invoice, and you get nothing. Run it on a multi-column…
10 Probability Concepts for Machine Learning Explained Simply
# Introduction to Probability Concepts For a long time I treated probability as the vegetables of…
sqlite-utils 4.0rc4
Release: sqlite-utils 4.0rc4 The last RC before the 4.0 stable release. Mainly implements feedback from a…
Zoom vs. Teams: Which is best? [2026]
Microsoft Teams and Zoom are both excellent video conferencing and collaboration apps, and over the last few…
What is a token in AI?
Understanding what tokens in AI are matters more now than it did even a year ago. Tokens have gone from a…
The 7 best database-powered app builders in 2026
Spreadsheets are fantastic. You can put together an accounting system, a task manager, or an inventory…
What is ambient AI?
Chatbots keep getting smarter, but they're creating a new kind of busywork. Even if they simplify an entire…
Bringing PyTorch Monarch to AMD GPUs: Single-Controller Distributed Training on ROCm
Training state-of-the-art large language models (LLMs) with billions of parameters requires distributed…
34% of people shipping software using AI tools have no formal programming background
AI was impressive enough when skilled developers could use ChatGPT to troubleshoot code. But now, the tech…
Data Scientists Are Becoming AI Managers, Not Model Builders
# Introduction Data scientists at companies running AI in production are spending more time on AI…
Getting Started with Hugging Face ML Intern: Your First ML Agent
# Getting Started With ML Intern Have you ever gotten stuck in that familiar situation where you have…
sqlite-utils 4.0rc3
Release: sqlite-utils 4.0rc3 I hoped to release sqlite-utils 4.0 stable this weekend, but as I worked through…
The 16 best marketing newsletters in 2026
With new technologies like AI revolutionizing the way we approach marketing, the landscape is becoming…
Jasper vs. ChatGPT: Which is better? [2026]
At first glance, Jasper and ChatGPT seem similar—they're both generative AI tools that can create content…