The Daily Index — Tuesday, March 4, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

AGENTS.JSON

The agents.json Specification is an open specification that formally describes contracts for API and agent interactions. It is built on OpenAPI, the gold standard for describing how API endpoints work and can be executed. The specification introduces flows and links to enable AI agents to take the right sequence of actions.

github.com

TLDR · GitHub repository

OLLAMA FUNCTION CALLER

The Ollama function caller is a command-line tool for prompting Ollama models locally that supports streaming and gives users access to important settings, like context length and temperature.

github.com

TLDR AI · GitHub repository

SELF-REWARDING CORRECTION FOR MATHEMATICAL REASONING

This paper is a study on self-rewarding reasoning in LLMs, which enables models to independently generate reasoning steps, self-assess correctness, and iteratively refine their outputs without external feedback. It proposes a two-stage training framework that combines sequential rejection sampling and reinforcement learning with rule-based signals which achieves self-correction performance competitive with methods requiring external reward models.

github.com

TLDR AI · GitHub repository

LIGHTNINGDIT

LightningDiT aligns latent spaces with vision models to overcome challenges in diffusion models. It achieves state-of-the-art ImageNet-256 results with faster training.

github.com

TLDR AI · GitHub repository

LLAMA STACK: FROM ZERO TO HERO

Llama Stack defines and standardizes the set of core building blocks needed to bring generative AI applications to market. These building blocks are presented in the form of interoperable APIs with a broad set of Providers providing their implementations. They are assembled into Distributions, which are easy for developers to get from zero to production.

github.com

TLDR Web Dev · GitHub repository

TORII

Torii is a Rust authentication framework that gives devs control over user data. It has features like passwordless login, social OAuth, and passkeys via a plugin system, allowing data storage flexibility.

github.com

TLDR Web Dev · GitHub repository

JUSTD

Justd is a set of React components built on top of Adobe's React Aria Components that includes TailwindCSS for styling out of the box.

github.com

TLDR Web Dev · GitHub repository

AGENTS.JSON

Agents.json is a spec built upon OpenAPI that standardizes contracts for API and agent interactions. It introduces flows and links to describe API call sequences and action stitching, letting LLMs use APIs properly.

github.com

TLDR InfoSec · GitHub repository

CTF WRITEUPS SEARCH

CTF Writeup Search is a fast and efficient search engine containing over 25,000 CTF writeups and solutions.

github.com

TLDR InfoSec · GitHub repository

LINK DUMPER

Link Dumper is a Python-based web crawler that scans websites for URLs and extracts JavaScript, text, JSON, and XML files.

github.com

TLDR Design · Tool

THE COLORS OF MOTION

Discover the colors of your favorite movies as a stack that shows the average color of each frame into a stunning timeline.

thecolorsofmotion.com

TLDR Design · Tool

THE AI ASSISTANT FOR ARCHITECTS

Transform your architectural designs into stunning exterior visualizations with ArchiGen's AI-powered rendering engine.

archigen.online