The Daily Index — Tuesday, September 16, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

RUSTGPT

RustGPT is a complete large language model implementation in pure Rust with no external ML frameworks. The project demonstrates how to build a transformer-based language model from scratch in Rust. It was built from the ground up using only ndarray for matrix operations - no PyTorch, TensorFlow, or Candle. The model uses a transformer-based architecture.

github.com

TLDR Web Dev · GitHub repository

SEMLIB

Semlib is a Python library that enables the creation of data processing and analysis pipelines using LLMs. It provides functional programming primitives like map, reduce, sort, and filter, but uses natural language descriptions instead of code for these operations. This approach breaks down complex tasks into simpler steps for improved quality, feasibility, latency, and cost-effectiveness.

github.com

TLDR InfoSec · GitHub repository

RAW DISK PARSER

Raw Disk Parser is a proof-of-concept Python script that dumps sensitive or restricted files without triggering alerts. It works by reading directly from the disk, then analyzing NTFS filesystem structures to find and read files. This method doesn't use standard Windows file APIs, so it effectively bypasses file access controls, locks, and some EDR/AV monitoring features that rely on hooking high-level file I/O operations.

github.com

TLDR InfoSec · GitHub repository

SECURITY ONION 2.4

Security Onion is a free and open platform built by defenders for defenders. It includes features like network visibility, host visibility, intrusion detection honeypots, log management, and case management. In the latest 2.4 release, there are new features like SOC for UniFi dashboard, JA4 support, and many bugfixes.

github.com

TLDR Design · Tool

ALL-IN-ONE AI GENERATOR

PXZ AI is your all-in-one free AI creative platform, excelling in video generation and graphic design.

pxz.ai

TLDR Design · Tool

CURATED SET OF FUTURISTIC UI COMPONENTS

Cosmic UI is a set of beautifully-designed sci-fi components with customizable SVG shapes. Built for modern frameworks with accessible interactive logic.

cosmic-ui.com

TLDR Design · Tool

TRANSFORM YOUR PICTURE TO DRAWING IN SECONDS

Use AI to transform any picture into pencil sketches, watercolor paintings, and artistic drawings.

picturetodrawing.com