The Daily Index — Wednesday, November 12, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

NESTED LEARNING REPRODUCTION

This repository contains a high-fidelity reproduction of Google's Nested Learning architecture. It is fully open-source and uv-managed. A copy of Google DeepMind's original Nested Learning Paper is included in the repository.

github.com

TLDR Dev · GitHub repository

TUSK DRIFT

The Tusk Drift SDK enables deterministic API testing by recording and replaying API calls. It captures real-world API interactions and uses the Tusk CLI to replay them as tests, identifying regressions by intercepting outbound requests with recorded data. The SDK uses Node.js and supports various packages and versions, including HTTP/HTTPS, GRPC, PG, Firestore, and more.

github.com

TLDR Dev · GitHub repository

ADK FOR GO

The Agent Development Kit (ADK) is an open-source, code-first Go toolkit designed for building, evaluating, and deploying AI agents. It applies software development principles to AI agent creation and makes the orchestration of agent workflows easier. It is model and deployment-agnostic, and has a tool ecosystem with modular multi-agent systems.

github.com

TLDR Dev · Tool

PERSPECTIVE

Perspective is an interactive analytics and data visualization component ideal for large, streaming datasets. It provides a fast, memory-efficient query engine written in C++ and a framework-agnostic User Interface as a Custom Element. Perspective can be used in the browser via WebAssembly or virtually via a WebSocket server using Python/Node.

perspective-dev.github.io

TLDR InfoSec · GitHub repository

UNIX-LIKE ARTIFACTS COLLECTOR

Unix-like Artifacts Collector (UAC) is a tool that automates the collection of forensics artifacts from a wide range of Unix-like systems.

github.com

TLDR InfoSec · GitHub repository

AWESOME ANNUAL SECURITY REPORTS

A curated list of annual cybersecurity reports.

github.com

TLDR Design · Tool

OPEN-SOURCE APP GENERATOR

Generate full-stack apps with a built-in database, zero config auth, file uploads, real-time UIs, and background workflows.

chef.convex.dev

TLDR Design · Tool

VISUAL EDITOR FOR REAL CODE

Layrr is a browser coding agent interface that allows you to select elements and send instructions directly to Claude Code.

layrr.dev

TLDR Founders · Tool

KARUMI

The first agentic product demo platform where prospects receive personalized demos, in a video call, instantly.

karumi.ai

TLDR Founders · Tool

GENERATECH AI

Generatech AI is an all-in-one dashboard that gives users access to the latest AI models worldwide through a single subscription.

generatech.ai

TLDR Founders · Tool

CONTEXT

Context is an AI-powered office suite that generates docs, slides, and spreadsheets using your data, tools, and preferences.

context.ai

TLDR Marketing · Tool

HORSE

Horse Browser replaces tabs with a “Trails” system that organizes every link you open into a clear path in the sidebar. It helps users stay focused by tracking browsing history, bookmarks, and notes in one place. The browser includes ad blocking, a password manager, and dark mode. It aims to make web research more organized and less cluttered.

browser.horse