The Daily Index — Wednesday, July 22, 2026 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

MAGE

Mage is a family of lightweight, research-friendly multimodal models designed to make advanced visual understanding and generation accessible for controlled experiments, post-training research, and vertical-domain applications under realistic compute budgets. The models are compact enough to train, fine-tune, and deploy on modest hardware. They remain competitive with much larger open systems in their respective domains. The models are intended for research and not for product or service deployment.

github.com

TLDR AI · GitHub repository

GIGATOKEN

Gigatoken is a tokenizer for language modeling that supports a wide range of CPU hardware and nearly all commonly used tokenizers. It can be used with its own API or in capability mode with Hugging Face Tokenizers or Tiktoken. Gigatoken is around 1,000 times faster than Hugging Face's tokenizers. It can tokenize text data at the rate of gigabytes per second.

github.com

TLDR AI · GitHub repository

OPENCODEX

opencodex is a lightweight local proxy that translates Codex's Responses API into whatever your provider speaks.

github.com

TLDR Design · Tool

MAKE EVERY VIDEO WORTH WATCHING

Dina records your screen and refines it automatically — so what your audience sees is as clear as what you imagined.

dina.so

TLDR Design · Tool

SYMBOLS THAT SPEAK COLOR

Colorsym is a free, open-source way to identify color when color alone isn't enough. Memorable symbols for base and combined colors in games, print, signage, and more.

colorsym.com

TLDR Design · Tool

AI MOTION DESIGNER AND AI ANIMATOR PLATFORM

Create professional motion graphics, animated typefaces, and stunning video animations without After Effects. Export to MP4, MOV, and GIF instantly.

swishy.ai

TLDR Founders · GitHub repository

BUZZ

Buzz is a workspace where humans and agents build together. It is self-hostable, and an operator can serve many communities behind many domains or subdomains. Buzz feels like a team workspace, but under the hood, it's an event log with taste. It is a relay where humans, agents, workflows, git events, and project memory cooperate.

github.com