The Daily Index — Tuesday, September 22, 2026

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

QWEN'S RECREATIONWORLD TRAINS AGENTS TO REBUILD APPS

RecreationWorld is a five-platform framework for training hybrid computer-use agents to explore GUIs, implement software with coding tools, and visually verify their work.

github.com

TLDR AI · GitHub repository

KEV

Kev is an open-source family of small Jev-like decision models that run locally and return calibrated probabilities for yes/no, multiple-choice, and rating questions.

github.com

TLDR Dev · GitHub repository

GORTEX

Gortex indexes code into a local graph and exposes cross-repository search, references, call chains, and impact analysis through a CLI, MCP server, API, and web interface. It supports 257 languages and claims up to 50 times fewer tokens per response than naive file reads by returning only the relevant graph context.

github.com

TLDR Dev · GitHub repository

KEV

Kev is a family of small, open-source decision models built on Qwen3.5 that can run locally and expose a TypeSafe System One-compatible API. The repository includes 0.8B, 4B, and 9B checkpoints, training and evaluation code, and support for yes or no, multiple-choice, and rating questions with isolated question context.

github.com

TLDR Dev · Tool

ROBOHARM: DO FRONTIER ROBOT POLICIES REFUSE UNSAFE INSTRUCTIONS?

RoboHarm ran 300 trials across three robot policies and five hazardous instructions, but recorded only 22 safety refusals. The benchmark separates refusal from failure to complete a task and warns that its narrow setup uses one wording per instruction, 20 trials per condition, and five tabletop scenes.

robocurve.org

TLDR Dev · Tool

OPEN DATA: A DATASET HUB FOR LLM SERVING RESEARCH

This hub publishes production-scale request traces, GPU telemetry, and agent-serving datasets for studying batching, scheduling, cache reuse, sessions, and infrastructure behavior.

data.agentic-system.org

TLDR Dev · GitHub repository

DEEPTEAM

DeepTeam is a local, open-source red teaming framework that simulates prompt injection, jailbreaking, multi-turn exploitation, and more than 50 vulnerability classes across LLM applications, agents, RAG pipelines, and chatbots.

github.com

TLDR InfoSec · GitHub repository

MSRKIT

MSRKit is a Windows kernel exploitation library and CLI that hijacks IA32_LSTAR via a ROP chain through AmdTools64.sys to call arbitrary kernel functions and map unsigned drivers without HVCI. The ROP chain temporarily clears SMEP/SMAP in CR4, dispatches the target, then restores both CR4 and LSTAR cleanly before returning to user mode via sysretq. The library supports all Windows 10/11 builds and KPTI, but requires HVCI to be disabled. Concurrent callers across processes will BSOD.

github.com

TLDR InfoSec · GitHub repository

ENTRATRACE

EntraTrace is a defensive security research tool for documenting and identifying the observable behavior of offensive tooling targeting Microsoft Entra ID. The project builds an automated knowledge base on tools such as AzureHound, AADInternals, O365Enum, PingCastle, and others, focusing on the User-Agent and API artifacts they generate.

github.com

TLDR Design · Tool

3D GAUSSIAN SPLATTING ON YOUR MAC

Create photorealistic 3D scenes from photos and videos — powered entirely by Apple Metal GPU compute on your Mac.

radiancekit.de

TLDR Design · Tool

THE DESIGNER'S TOOLKIT FOR THE AI AGE

A curated library of production-ready components, creative coding tutorials, design process frameworks, AI workflow guides, and a live theme generator.

question.design

TLDR Design · Tool

REDUCE THE JS WORKLOAD WITH NO- OR LO-JS OPTIONS

An organic collection of common JS patterns that can be replaced with just HTML, CSS, and no, or very low, JS.

aarontgrogg.github.io