The Daily Index — Wednesday, April 10, 2024

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

CHRONON

Chronon is a platform that allows organizations to power AI/ML projects without needing to worry about orchestration by abstracting away the complexity of data computation and serving for AI/ML applications. It can perform batch and streaming computation, scalable backfills, low-latency serving, and more. Chronon can utilize all of the data within an organization.

github.com

TLDR AI · GitHub repository

VISUAL AUTOREGRESSIVE MODELS

Code for the recent “next-resolution prediction” work that frames image generation as progressive prediction of increasing resolution. The repository includes inference scripts and a demo notebook. The training code will be released soon.

github.com

TLDR AI · GitHub repository

CHEMISTRY BENCH FOR LANGUAGE MODEL

A Big-Bench compatible benchmark for evaluating large language model capabilities on chemistry questions. This benchmark can help measure the scientific ability of various language models.

github.com

TLDR AI · GitHub repository

THE SQUEEZEATTENTION FOR LLMS

A new method called SqueezeAttention has been developed to optimize the Key-Value cache of large language models, significantly reducing memory usage by 30% to 70% and doubling the throughput.

github.com

TLDR Web Dev · Tool

GEMINI CODE ASSIST

Gemini Code Assist offers AI-powered assistance to software engineers in their IDE, similar to GitHub Copilot. It is available to try at no cost until July 11.

cloud.google.com

TLDR Web Dev · Tool

CHRONON

Airbnb has open-sourced Chronon, which is an open-source end-to-end feature platform that allows machine learning teams to easily build, deploy, manage, and monitor data pipelines for machine learning. It’s currently used by Airbnb and Stripe for major use cases internally.

chronon.ai

TLDR Web Dev · GitHub repository

DRAWDB

DrawDB is a database entity relationship editor right in the browser. It can be used to build diagrams with a few clicks, export SQL scripts, and more.

github.com

TLDR Web Dev · GitHub repository

ZX

zx is a tool for writing complex scripts in JavaScript. zx version 8.0.0 makes it smaller, faster, and adds new features like easier command handling and better process control, but changes some defaults and removes the SSH API.

github.com

TLDR InfoSec · Tool

CLOUD THREAT LANDSCAPE

Wiz maintains a database of cloud-focused incidents, actors, tools, and techniques. The website uses a collection of database tables that are filterable and it can also be subscribed via RSS feed.

threats.wiz.io

TLDR InfoSec · GitHub repository

GRAM

gram is Klarna's locally hostable threat model diagramming tool. It is a webapp for engineers to collaboratively create threat models for their systems, providing an accessible way to document a system as a data flow diagram with threats and controls attached. The repository has a quickstart section to step through setting up the tool.

github.com

TLDR InfoSec · GitHub repository

CLOUDFOX

CloudFox is a tool by BishopFox to enumerate cloud environments. The tool can be used by defenders to enumerate attack paths or by attackers to automatically enumerate resources that stolen credentials can access. Currently, AWS and Azure are implemented, with support planned for GCP and Kubernetes.

github.com

TLDR Design · Tool

DESIGN PATTERNS THAT BUILD TRUST

This collection of design patterns will help you design trustworthy services that work for people.

catalogue.projectsbyif.com

TLDR Design · Tool

THE SCRIPTING LAYER FOR WEBFLOW POWERED BY AI

Slater helps you seamlessly supercharge your Webflow website with custom code.

slater.app

TLDR Marketing · Tool

45+ GROWTH STRATEGY BREAKDOWNS

This site contains over 45 case studies on growth strategies used by the fastest-growing digital companies in the world. These span from SEO and branding to social media and PPC. It covers brands like Canva, WebMD, LinkTree, and more.

foundationinc.co