The Daily Index — Monday, January 26, 2026

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

REINFORCEMENT LEARNING AT TEST TIME

TTT-Discover applies reinforcement learning during inference, allowing LLMs to adapt to each task on the fly. It sets new performance benchmarks across math, biology, algorithms, and GPU kernels.

github.com

TLDR AI · GitHub repository

DIFFUSION-BASED CODE MODELING

Stable-DiffCoder introduces block diffusion continual pretraining for code LLMs, showing performance gains over autoregressive models across several programming benchmarks, especially for editing, reasoning, and low-resource languages.

github.com

TLDR Dev · GitHub repository

CLAWDBOT

Clawdbot is an open-source, personal AI assistant designed to run on a user's own devices. Offering local, fast, and always-on AI capabilities, it integrates with many messaging channels like WhatsApp, Telegram, Slack, and Discord.

github.com

TLDR Dev · GitHub repository

FENCE

Fence is a lightweight, container-free sandbox tool that wraps commands to restrict network access and filesystem operations. It's designed for running semi-trusted code, like package installs or CI jobs, with controlled side effects, and it improves AI coding agent security.

github.com

TLDR Dev · GitHub repository

DPAINT.JS

DPaint.js is a web-based image editor modeled after the classic Deluxe Paint, specifically focusing on retro Amiga file formats. It allows users to read, write, and convert various Amiga formats, including icon files, IFF ILBM images (up to 256 colors), and even directly from Amiga Disk Files (ADF).

github.com

TLDR Dev · GitHub repository

COI

Coi is a modern, type-safe, component-based programming language that uses WASM and fine-grained reactivity to build high-performance web applications with zero garbage collection and a minimal runtime.

github.com

TLDR InfoSec · GitHub repository

AWESOME-BLACKHAT-ARSENAL

Whether you're in red teaming, blue teaming, appsec, or OSINT, this list helps you explore and leverage the best tools demonstrated live by security professionals across the world.

github.com

TLDR InfoSec · GitHub repository

SECURITY DETECTIONS MCP

Security Detections MCP is an MCP server that enables LLMs to query a unified database of over 7,200 Sigma, Splunk ESCU, Elastic, and KQL security detection rules through natural language. The tool features SQLite FTS5-powered full-text search across detection fields, MITRE ATT&CK mapping, CVE coverage lookup, and process name filtering, with token-optimized analysis tools that reduce data transfer by 25x compared to traditional queries. Security teams can integrate this with Claude Desktop, Cursor IDE, or VS Code to perform coverage analysis, identify detection gaps against threat profiles, and generate ATT&CK Navigator layers directly from their AI assistant.

github.com

TLDR InfoSec · GitHub repository

BANDJACKS

Bandjacks is a comprehensive Cyber Threat Intel system that quickly extracts MITRE ATT&CK techniques from threat reports, builds a knowledge graph of threat actors, and utilizes LLM response caching for faster extraction, among other features.

github.com

TLDR Design · Tool

SOCIAL NETWORK FOR ARTISTS AND ART COLLECTORS

Join the premier platform where artists showcase their work and collectors discover emerging talent. Connect with the global art community, build your professional portfolio, and be part of the next generation of art.

artnetwork.io

TLDR Design · Tool

RUN DESIGN PROJECTS LIKE A STUDIO

Honters is a platform for building workspaces designed around real design work across branding, web, and ongoing tasks.

honterapp.com

TLDR Founders · Tool

DATA LEAP

You describe the work, and this tool turns it into automation.

dataleap.ai

TLDR Founders · Tool

PROMPTSY

Promptsy is a prompt management platform for creating, organizing, versioning, and sharing AI prompts.

promptsy.dev