The Daily Index — Monday, March 16, 2026 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

TEST-TIME TRAINING

Spatial-TTT is a framework that updates a spatial state from streaming visual inputs using test-time training, enabling models to reason over video-based spatial tasks. The method processes visual chunks incrementally and achieves strong results on video spatial reasoning benchmarks.

github.com

TLDR AI · GitHub repository

FASTER SPARSE ATTENTION WITH INDEXCACHE

IndexCache reduces the cost of DeepSeek Sparse Attention by reusing top-k token indices across layers instead of recomputing them every time. The approach removes most indexer computations while maintaining model quality.

github.com

TLDR AI · Tool

US JOB MARKET VISUALIZER

This research tool visualizes 342 occupations, showing projected growth outlook, median pay, education requirements, and AI exposure.

karpathy.ai

TLDR AI · Tool

LLM ARCHITECTURE GALLERY

This page features a collection of architecture figures and fact sheets from The Big LLM Architecture Comparison and A Dream of Spring for Open-Weight LLMs, focusing on the architecture panels only.

sebastianraschka.com

TLDR AI · GitHub repository

CLAUDETOP

claudetop shows users where exactly their tokens and dollars go in real time.

github.com

TLDR Dev · Tool

TUI STUDIO

TUIStudio is a Figma-like visual editor for designing terminal user interfaces using drag-and-drop components, advanced layouts, and real-time previews.

tui.studio

TLDR Dev · Tool

GITAGENT

GitAgent is an open standard for defining, versioning, and running AI agents natively within Git repositories, treating agent configurations and components like traditional software code. It uses a git-native file system structure for defining agent "soul," skills, memory, and deterministic workflows.

gitagent.sh

TLDR InfoSec · GitHub repository

CARTOGRAPHY

cartography is a CNCF Python tool that ingests infrastructure assets from 30+ platforms into a Neo4j graph database to map asset relationships and expose hidden attack paths. Security teams can query cross-tenant IAM relationships, network ingress/egress paths, and datastore access patterns, or run framework compliance checks via `cartography-rules`, with extensible plugin support for custom data sources.

github.com

TLDR InfoSec · GitHub repository

GRAPEFRUIT

Runtime mobile application instrumentation toolkit powered by Frida. Inspect, hook, and modify mobile apps through a web-based interface.

github.com

TLDR Design · Tool

TALK TO YOUR DATA AND VISUALIZE IT

OrangeLabs is an AI platform for data visualization and insights with full control over color and design.

orangelabs.im

TLDR Design · Tool

ALL-IN-ONE AI VIDEO AND IMAGE GENERATOR

Veemo AI is an all-in-one studio for generating videos and images using artificial intelligence. It offers text-to-video capabilities through Seedance 2.0 technology, producing 16:9 format videos at 720p resolution for 8 seconds.

veemo.ai

TLDR Founders · Tool

NAOMA AI

AI video agent that runs live product demos 24/7.

naoma.ai

TLDR Founders · Tool

STRUCT

Root-cause engineering alerts from logs and traces.

struct.ai

TLDR Founders · Tool

PRAVA

Payments stack built for AI agents.

prava.space