diff --git a/README.md b/README.md
index 651464a..564294f 100644
--- a/README.md
+++ b/README.md
@@ -1165,6 +1165,10 @@
 
 #### AI-Native IDEs & Development Environments
 
+- **[Ralph](https://github.com/frankbria/ralph-claude-code)** ![GitHub stars](https://img.shields.io/github/stars/frankbria/ralph-claude-code?style=social) - Autonomous AI development loop for Claude Code with intelligent exit detection. Automates iterative coding workflows with self-monitoring capabilities. MIT licensed.
+- **[Nimbalyst](https://github.com/stravu/crystal)** ![GitHub stars](https://img.shields.io/github/stars/stravu/crystal?style=social) - Desktop app for running multiple Codex and Claude Code AI sessions in parallel git worktrees. Test, compare approaches and manage AI-assisted development workflows in one unified interface. MIT licensed.
+- **[Nezha](https://github.com/hanshuaikang/nezha)** ![GitHub stars](https://img.shields.io/github/stars/hanshuaikang/nezha?style=social) - Code editor for the AI agents era. Run multiple Claude Code and Codex agents across projects on your machine with an intuitive interface. GPL-3.0 licensed.
+- **[Aider Desk](https://github.com/hotovo/aider-desk)** ![GitHub stars](https://img.shields.io/github/stars/hotovo/aider-desk?style=social) - Platform for AI-powered software engineers. Desktop application that enhances the aider terminal experience with a modern UI. Apache 2.0 licensed.
 - **[Zed](https://github.com/zed-industries/zed)** ![GitHub stars](https://img.shields.io/github/stars/zed-industries/zed?style=social) - High-performance, multiplayer code editor with built-in AI features. From the creators of Atom and Tree-sitter. Native AI agentic editing with support for any LLM provider. GPL licensed.
 - **[Void Editor](https://github.com/voideditor/void)** ![GitHub stars](https://img.shields.io/github/stars/voideditor/void?style=social) - Open-source AI-native code editor forked from VS Code. Features agentic AI editing, inline code generation, and chat interface. Designed as a Cursor alternative with full control over your data. Apache 2.0 licensed.
 - **[Code Server](https://github.com/coder/code-server)** ![GitHub stars](https://img.shields.io/github/stars/coder/code-server?style=social) - Run VS Code on any machine anywhere and access it in the browser. Self-hosted cloud IDE with full extension support. MIT licensed.
@@ -1190,6 +1194,7 @@
 - **[Open Notebook](https://github.com/lfnovo/open-notebook)** ![GitHub stars](https://img.shields.io/github/stars/lfnovo/open-notebook?style=social) - Open-source implementation of Notebook LM with multi-modal content support (PDFs, videos, audio, web pages). Features multi-speaker podcast generation, 18+ AI provider integrations, and full-text + vector search. Self-hosted with complete data sovereignty. MIT licensed.
 - **[Deta Surf](https://github.com/deta/surf)** ![GitHub stars](https://img.shields.io/github/stars/deta/surf?style=social) - Personal AI notebook for organizing files and webpages with AI-generated notes. Local-first data storage, open data formats, and open model choice including local models. Cross-platform desktop app for research and thinking workflows. Apache 2.0 licensed.
 - **[Quarto](https://github.com/quarto-dev/quarto-cli)** ![GitHub stars](https://img.shields.io/github/stars/quarto-dev/quarto-cli?style=social) - Open-source scientific and technical publishing system built on Pandoc. Create dynamic content with Python, R, Julia, and Observable. MIT licensed.
+- **[Drawdata](https://github.com/koaning/drawdata)** ![GitHub stars](https://img.shields.io/github/stars/koaning/drawdata?style=social) - Draw datasets from within Python notebooks. Interactive data visualization tool for creating and editing datasets directly in Jupyter environments. MIT licensed.
 - **[Deepnote](https://github.com/deepnote/deepnote)** ![GitHub stars](https://img.shields.io/github/stars/deepnote/deepnote?style=social) - Drop-in replacement for Jupyter with AI-first design, sleek UI, and native data integrations. Use Python, R, and SQL locally, then scale to Deepnote cloud for collaboration and deployable data apps. Apache 2.0 licensed.
 - **[Zasper](https://github.com/zasper-io/zasper)** ![GitHub stars](https://img.shields.io/github/stars/zasper-io/zasper?style=social) - High-performance IDE for Jupyter Notebooks built with Go. Up to 5x less CPU and 40x less RAM than JupyterLab. Implements Jupyter's wire protocol with massive concurrency support. AGPL-3.0 licensed.