The Daily Index — Monday, February 10, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

AI-BY-HAND-EXCEL

This repository contains a collection of Excel exercises that teach concepts in AI. It covers topics like Softmax, Temperature, Backpropagation, Long Short Term Memory, Multihead attention, AlphaFold, and much more. The repository is still being expanded with more sheets.

github.com

TLDR · Tool

EXPLORE FUTURE POSSIBILITIES WITH AI

This website contains experimental demos that feature the latest AI research from Meta.

aidemos.meta.com

TLDR AI · GitHub repository

AUDIOBOX AESTHETICS

This repository contains models that score or rate audio files based on a number of metrics. It can be used for retrieval or even as a signal for RL reward.

github.com

TLDR AI · GitHub repository

PARTNR ROBOTICS PLANNER

Facebook developed a toolkit for training human and robot collaboration systems.

github.com

TLDR Web Dev · GitHub repository

JSTACK

JStack is a high-performance Next.js app stack designed for building fast, lightweight, and type-safe apps. It has a well-thought-out developer experience with automatic type safety, autocompletion, and easy deployment to platforms like Vercel and Cloudflare. It also supports serverless WebSockets and is compatible with any state manager.

github.com

TLDR Web Dev · GitHub repository

MARKSMITH

Marksmith is a GitHub-style markdown editor for Rails apps. It supports Active Storage attachments and comes with a built-in markdown preview renderer.

github.com

TLDR Web Dev · Tool

BULLSHIT MACHINES

A series of lessons on LLMs and their benefits and risks.

thebullshitmachines.com

TLDR InfoSec · GitHub repository

BAITROUTE

Baitroute is a web honeypot library that serves vulnerable-looking decoy endpoints that mislead attackers and lead to false positives. It provides easy integration with popular web frameworks and claims to pose minimal performance impact. Developers can also write their own rules using YAML files.

github.com

TLDR Design · Tool

BEAUTIFUL FREE STOCK PHOTOS

New CC0 images added daily, free from copyright restrictions.

stocksnap.io

TLDR Design · Tool

A SYSTEMATIC APPROACH TO TECHNICAL DOCUMENTATION AUTHORING

Diátaxis prescribes approaches to content, architecture, and form that emerge from a systematic approach to understanding the needs of documentation users.

diataxis.fr

TLDR Founders · Tool

ONLOOK

Cursor for designers.

onlook.com

TLDR Founders · Tool

SUBTRACE

Observability platform that gives backend teams full visibility into every request

subtrace.dev