The Daily Index — Friday, December 8, 2023

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

JETS

Jets is a Ruby Serverless Framework that includes everything required to build and deploy an application to AWS Lambda. It maps code to Lambda functions and other AWS resources like API Gateway and Event Rules. Several live demos of Jets applications are available.

github.com

TLDR · GitHub repository

SUPERDUPERDB

SuperDuperDB allows for the integration, training, and management of AI models and APIs directly within databases and data.

github.com

TLDR · GitHub repository

THE STANDARD WEBHOOKS SPECIFICATION

This repository contains open source tools and guidelines for sending webhooks easily, securely, and reliably.

github.com

TLDR AI · GitHub repository

MAMBA CHAT

Mamba is a non-transformer-based model with amazing performance. It has been chat-tuned with SFT and seems to have substantially better out-of-the-box retrieval ability than similarly sized transformers.

github.com

TLDR AI · GitHub repository

LLAMA IN MLX

Just a day after the MLX framework from Apple was released, folks have already enabled Llama 2 models to run on the new framework.

huggingface.co

TLDR AI · GitHub repository

MISTRAL MLX EXAMPLE

An example of generating text with Mistral using MLX.

github.com

TLDR AI · Tool

ML SYSTEM DESIGN: 300 CASE STUDIES TO LEARN FROM

This site contains a database of 300 case studies from over 80 companies that share practical machine learning use cases and learnings from designing ML systems. The database can be filtered by industry or ML use case. Tags based on recurring themes are available.

evidentlyai.com

TLDR AI · GitHub repository

UIDRAW

Draw and build a website from your phone.

github.com

TLDR Web Dev · GitHub repository

LOCO

Loco is a Rust API and web framework. It is designed as a one-person framework for side projects and startups.

github.com

TLDR Web Dev · Tool

TSDIAGRAM

Create diagrams with TypeScript.

tsdiagram.com

TLDR InfoSec · GitHub repository

APK.SH

apk.sh makes reverse engineering Android apps easier. It automates some repetitive tasks like pulling, decoding, rebuilding, and patching an APK.

github.com

TLDR InfoSec · GitHub repository

DECOMPILER EXPLORER

Decompiler Explorer allows you to see decompile output for various decompilers like angr, binary-ninja, and Ghidra. There's a hosted website at dogbolt.org that serves as a frontend but it retains any uploaded binaries.

github.com

TLDR InfoSec · GitHub repository

ADOKIT

ADOKit is a modular toolkit that helps build attacks against Azure DevOps Services using their REST API. The tool allows the user to specify an attack module, along with specifying valid credentials (API key or stolen authentication cookie) for the respective Azure DevOps Services instance.

github.com

TLDR Design · Tool

UI SCORE LIBRARY

UI Score’s Library is the ultimate resource hub for designers and developers. Projects and resources can be filtered by category or search.

library.uiscore.io

TLDR Design · Tool

GENERATE UNIQUE PATTERNS FOR YOUR PRODUCT

PatternedAI Searches and creates thousands of royalty-free patterns for any surface you can imagine.

patterned.ai

TLDR Design · Tool

TRANSFORM ANY WEB DESIGN SCREENSHOT TO CLEAN HTML/CSS CODE

Using the new GPT4 vision model and an OpenAI API Key, this tool converts designs from sketches, wireframes, Figma, XD, and more into pixel-perfect code. It also allows you to add follow-up instructions to fine-tune and fix errors.

design2code.dev

TLDR Design · Tool

DESIGN SYSTEMS DATABASE

Best-in-class Design Systems with components and foundations references from top-tier tech companies and leading UI teams.

designsystems.surf

TLDR Design · Tool

USERINTERFACETYPOGRAPHY

A free online book about how to do good user interface typography, from basic things and principles to building layouts and various design elements.

imperavi.com