The Daily Index — Tuesday, January 20, 2026 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

META'S 3D SHAPE GENERATION

ShapeR reconstructs full-scene 3D meshes from image sequences by extracting multimodal features and feeding them into a flow transformer that generates object-specific shape codes.

github.com

TLDR AI · GitHub repository

SKYPILOT

skypilot is a unified open-source framework for running, managing, and scaling AI/ML workloads across clouds, Kubernetes, and on-prem infrastructure with a simple interface and intelligent scheduling.

github.com

TLDR Dev · GitHub repository

GEMINI VOYAGER

Gemini Voyager is an all-in-one browser extension that improves the Google Gemini experience by adding organizational and utility features. It provides timeline navigation for conversations, robust folder management to organize chats, and a personal prompt library for quick access to frequently used instructions.

github.com

TLDR Dev · GitHub repository

TAMBO

Tambo AI is a Generative UI SDK for React that allows devs to build applications that dynamically adapt to users based on natural language interactions. It works by allowing developers to register React components with descriptive schemas, enabling AI to intelligently select and render the most appropriate UI in response to user input.

github.com

TLDR Dev · GitHub repository

NANOLANG

NanoLang is a minimal, LLM-friendly programming language with unambiguous syntax that transpiles to C for native performance.

github.com

TLDR InfoSec · GitHub repository

COLOG

CoLog is a unified framework for detecting point and collective anomalies in operating system logs via collaborative transformers.

github.com

TLDR InfoSec · GitHub repository

AGENTIC THREAT HUNTING FRAMEWORK

The Agentic Threat Hunting Framework (ATHF) provides a memory and automation layer for threat-hunting programs. It can integrate with any threat-hunting methodology, making existing programs AI-ready.

github.com

TLDR InfoSec · GitHub repository

HEIMDALL

Heimdall is an AWS security scanner that discovers privilege escalation paths by detecting 50+ IAM privesc patterns, analyzing 85+ attack chains with MITRE ATT&CK mapping, and scanning 10 AWS services for cross-service escalation vectors. The tool includes a Terraform engine for shift-left security that identifies IAM attack paths in infrastructure-as-code before deployment, differentiating it from static config scanners like tfsec or checkov. Features include an interactive TUI, one-command dashboard, multi-hop path detection through role chains, and SARIF export for GitHub Security integration.

github.com

TLDR Design · Tool

EVILCHARTS

A Tailwind CSS and React library of beautiful chart components that are easy to use and customize.

evilcharts.com

TLDR Design · Tool

DESIGN STUNNING APP SCREENSHOTS IN SECONDS

Create stunning visuals for iOS and Android. Translate to 100+ languages with AI.

launchshots.com

TLDR Design · Tool

CREATE HIGH-PERFORMING AD CREATIVES WITH AI

Nextify is a one-stop platform to create high-performing ad creatives — from idea to ready-to-launch video — powered by AI.

nextify.ai

TLDR Marketing · Tool

AGGERO

Users can upload any video from social, ads, or influencer campaigns and receive instant insights on which visual and audio elements drive conversions. The platform predicts performance, optimizes creative, and scales analysis across thousands of videos. Brands use Aggero to reduce ad waste and improve engagement.

aggero.io