The Daily Index — Tuesday, July 8, 2025

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

MICROJAX

Microjax is a tiny autograd engine with a Jax-like API. It was inspired by Andrej Karpathy's Micrograd, a PyTorch-like library with about 150 lines of code. JAX uses a more functional style, which some developers prefer.

github.com

TLDR AI · GitHub repository

CORT (CHAIN OF RECURSIVE THOUGHTS)

CoRT enhances AI models by making them self-evaluate and repeatedly generate alternatives for optimal responses. Testing with Mistral 3.1 24B showed significant performance improvements in programming tasks. The process involves iterative response generation and selection, leading to more refined AI outputs.

github.com

TLDR AI · GitHub repository

BITNET

An inference framework for Microsoft's BitNet b1.58, a 1.58-bit (ternary) large language model designed for efficient and lossless CPU inference using optimized low-bit kernels.

github.com

TLDR Web Dev · Tool

MORPH

Morph is a fast AI code edit application with models like morph-v3-fast. It is capable of applying edits at 4,500+ tokens/sec by referencing existing code and offers an alternative to slow, full-file rewrites.

morphllm.com

TLDR Web Dev · Tool

BNA UI

BNA UI provides Expo React Native UI components designed for both iOS and Android. The library includes components, charts, hooks, and themes.

ui.ahmedbna.com

TLDR Web Dev · GitHub repository

ZERO

Zero is an open-source AI email solution focused on data privacy and self-hosting. It allows users to integrate multiple email providers like Gmail while improving email functionality with AI agents.

github.com

TLDR InfoSec · GitHub repository

REPOAUDIT

RepoAudit is a repo-level bug detector for general bugs. Currently, it supports the detection of diverse bug types (such as Null Pointer Dereference, Memory Leak, and Use After Free) in multiple programming languages (including C/C++, Java, Python, and Go).

github.com

TLDR InfoSec · GitHub repository

OBJECTIVE-C HELPER

An IDA plugin that helps decompile Objective-C code by removing superfluous runtime calls related to ARC.

github.com

TLDR InfoSec · GitHub repository

CARACAL

Caracal is a Rust-based implementation of eBPF techniques. It can hide target BPF programs and maps, making them invisible to tools like bpftop and bpftool. Additionally, it can conceal processes, rendering them undetectable by commands such as ps, top, and ls /proc, and is resistant to certain brute-force methods for uncovering them.

github.com

TLDR Design · Tool

CREATE STUNNING APPS WITH AI-POWERED ZERO CODING

Bring your ideas to life with AppStruct's powerful no-code platform. Design, build, and deploy professional applications for any device or platform.

appstruct.ai

TLDR Design · Tool

GET VISUALS FROM YOUR TEXT

Napkin turns your text into visuals, making it quick and effective to share your ideas.

napkin.ai

TLDR Design · Tool

A SIMPLE GIF ANIMATION APP FOR THE WEB

Draw frame-by-frame animations and create GIFs directly in your browser. A simple, fun, and powerful animation tool featuring onion skinning, timeline controls, and instant GIF export.

fliiipbook.com

TLDR Marketing · Tool

QUERY FAN OUT COVERAGE ANALYSIS

This tool analyzes how well your webpage performs for AI-driven search queries. By entering a target keyword and URL, it generates related search variations, breaks your page into sections, and uses semantic analysis to match content with search intent. It reveals keyword opportunities, shows which parts of your page best match queries, highlights content gaps, and compares your page against top competitors. This helps you improve AI search visibility and better structure content for SEO.

aicoverage.locomotive.agency