The Daily Index — Monday, July 28, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

COLLABLLM

CollabLLM is an open-source framework that trains language models to ask strategic questions and guide conversations rather than make assumptions, using "Multiturn-aware Reward" that evaluates responses based on their long-term impact on conversation outcomes rather than immediate helpfulness.

github.com

TLDR AI · GitHub repository

AGENTICSEEK

A fully local, voice-enabled AI assistant that autonomously browses the web, writes code, and plans tasks. It was designed to be a private open-source alternative to Manus AI with no cloud dependencies.

github.com

TLDR Web Dev · GitHub repository

ES-TOOLKIT

ES-Toolkit is a high-performance JavaScript utility library designed to replace lodash with better speed and smaller bundle size. It has various utility functions with modern implementations and supports tree shaking and TypeScript out of the box.

github.com

TLDR InfoSec · GitHub repository

AI-WATERMARK

UnMarker is designed to be the first universal attack against defensive watermarking, which is used to detect AI-generated deepfakes. The attack disrupts watermarks in image spectral amplitudes without requiring detector feedback or knowledge of the scheme, thereby defeating both traditional and advanced semantic watermarking systems and rendering deepfake detection ineffective.

github.com

TLDR InfoSec · GitHub repository

HYPNUS

hypnus is a Rust library for memory obfuscation designed to protect memory regions during inactivity or sleep periods.

github.com

TLDR Design · Tool

LO-FI EFFECTS

Apply lo-fi effects to your images and videos: dithering, halftone, gradients, patterns, and more.

tooooools.app

TLDR Design · Tool

SOCIAL MEDIA AND AD SPECS CHEAT SHEET

Instantly find the latest social media and ad specs in this searchable directory. Download ready-to-use templates with safe zones for any size.

mediacheatsheet.com

TLDR Design · Tool

IMPROVE YOUR PRODUCT IMAGE WORKFLOW WITH AI

All-in-one AI platform for bulk image editing: background removal, white background generation, compression, and SEO alt text.

graficai.co

TLDR Founders · Tool

MASTRA

The TypeScript agent framework.

mastra.ai

TLDR Founders · Tool

GOLPOL AI

Turn your docs into an explainer video.

video.golpoai.com

TLDR Founders · Tool

NAYLA

Nayla is an AI-powered browser and workspace that connects tabs and apps to automate tasks, extract data, and assist during calls.

nayla.ai