The Daily Index — Wednesday, March 5, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

ARCH GATEWAY

Arch Gateway handles the critical but pesky tasks related to the handling and processing of prompts, including detecting and rejecting jailbreak attempts, intent-based routing for improved task accuracy, mapping user requests into 'backend' functions, and managing the observability of prompts and LLM API calls in a centralized way. Several demo apps, as well as a quick start guide, are available in the repository.

github.com

TLDR AI · GitHub repository

LOSSLESS ACCELERATION OF ULTRA LONG SEQUENCE GENERATION

Framework designed to substantially accelerate the generation process of ultra-long sequences, up to 100K tokens, while maintaining the target model's inherent quality.

github.com

TLDR Web Dev · Tool

NUT

Nut is an open-source project that combines debugging technology with AI to automate bug fixing during app dev. It uses recording capabilities to provide AI with the context needed to effectively debug code generated through prompting, making creating apps without having to manually write code easier.

nut.new

TLDR Web Dev · GitHub repository

STYLE OBSERVER

Style Observer is an observer library that lets you observe CSS changes and run JS.

github.com

TLDR InfoSec · GitHub repository

ROGUE

Rogue is an advanced AI security testing agent that uses Large Language Models to discover and validate web application vulnerabilities. Unlike traditional scanners, Rogue analyzes application behavior, generates test cases, and validates findings through autonomous decision-making.

github.com

TLDR InfoSec · GitHub repository

ROGUEAPPS

RogueApps is a collection of TTPs associated with OIDC/OAuth 2.0 application attacks.

github.com

TLDR Design · Tool

INVESTOR-READY APP PROTOTYPES IN MINUTES

Helix is an AI-powered MVP development partner that helps you build and launch functional prototypes.

fn7.io

TLDR Design · Tool

FONTS IN USE

This public archive of typography indexes fonts by typeface, format, industry, and period. It documents and examines graphic design to improve typographic literacy and appreciation.

fontsinuse.com

TLDR Founders · Tool

PRESENTATION 2.0 BY CUBEONE

Presentation 2.0 handles slides, scripts, and memorizing for you, so you can get ready for presentations in minutes.

getcube.one