Projects Recently Starred by Experts

Starred 18 hours ago by

Hiroshi Shibata(Core Contributor to Ruby).

crit by tomasz-tomczyk

13.8%

581

Agent feedback loop and code review tool

Browser UI for inline commenting, diffs, and agent-generated content review.
Renders markdown, highlights code syntax, and visualizes Mermaid diagrams.
Integrates with AI agents via CLI, slash commands, and programmatic comments.
Syncs with GitHub PRs and enables shareable async review links.

Created 4 months ago

Updated 1 day ago

Starred 23 hours ago by

Elie Bursztein(Cybersecurity Lead at Google DeepMind). Also starred by

Didier Lopes(Founder of OpenBB) and

Tim Suchanek(Founder of expand.ai).

orca by stablyai

37.6%

Next-gen IDE for building with coding agents

Manage multiple worktrees and run AI agents concurrently for streamlined development.
Supports various coding agents and offers deep GitHub integration for PRs and actions.
Features a CLI agent for terminal-based IDE control and agentic workflow automation.
Cross-platform orchestrator with integrated dev tools and smart agent status tracking.

Created 3 months ago

Updated 9 hours ago

Starred 23 hours ago by

Luis Capelo(Cofounder of Lightning AI). Also starred by

Chip Huyen(Author of "AI Engineering", "Designing Machine Learning Systems"),

Zhiqiang Xie(Coauthor of SGLang), and

Alex Yu(Research Scientist at OpenAI; Cofounder of Luma AI).

Sana by NVlabs

0.6%

Image synthesis research paper using a linear diffusion transformer

Generates high-resolution images (2K & 4K) with strong text alignment.
Employs a DC-AE for 32x image compression, reducing latent tokens.
Uses linear attention in DiT for efficiency without quality loss.
Includes SANA-Sprint models for few-step, fast image generation.

Created 1 year ago

Updated 1 day ago

Starred 1 day ago by

Shane Thomas(Cofounder of Mastra). Also starred by

Gabriel Almeida(Cofounder of Langflow),

Theo Browne(Founder of Ping.gg),

Travis Fischer(Founder of Agentic), and

2 more.

herdr by ogulcancelik

12.6%

Terminal-native supervisor for multiple coding agents

Manage and monitor diverse coding agents side-by-side within a single terminal interface.
Offers workspaces, tabs, and panes with automatic agent detection and status notifications.
Leverages a local socket API for inter-agent communication and control, built as a single Rust binary.
Developed using AI coding agents, demonstrating their capability for complex tool development.

Created 3 months ago

Updated 23 hours ago

Starred 1 day ago by

Jeffrey Morgan(Cofounder of Ollama). Also starred by

Andreas Jansson(Cofounder of Replicate).

tracer by adrida

21.9%

733

LLM classification routing for cost efficiency

Replaces over 90% of LLM classification calls with lightweight traditional ML models.
Learns decision boundaries from LLM traces, ensuring formal parity guarantees.
Self-improving policy automatically increases surrogate coverage over time.
Supports Python and JavaScript pipelines via CLI and HTTP prediction server.

Created 2 months ago

Updated 6 days ago

Starred 1 day ago by

Eric Zhu(Coauthor of AutoGen; Research Scientist at Microsoft Research). Also starred by

Amin Ahmad(Cofounder of Vectara),

Luis Capelo(Cofounder of Lightning AI),

Yineng Zhang(Inference Lead at SGLang; Research Scientist at Together AI), and

26 more.

skypilot by skypilot-org

0.3%

10k

Framework for cloud AI/batch jobs, unifying execution across diverse infrastructure

Abstracts cloud heterogeneity: single interface for Kubernetes, 16+ clouds, diverse hardware.
Optimizes cost via autostop, spot instance support, and intelligent scheduling.
Supports training, serving, and AI apps; integrates with vLLM, SGLang, and Ray.
Enables RAG, vector DBs (ChromaDB, CLIP), and LLMs like Llama, Qwen, DeepSeek.

Created 4 years ago

Updated 8 hours ago

Starred 1 day ago by

Pawel Garbacki(Cofounder of Fireworks AI).

Qwen-AgentWorld by QwenLM

N/A

507

Language world models for general agents

Simulates diverse agentic environments across seven unified domains using native world modeling.
Trained via a three-stage pipeline on extensive real-world interaction data for robust agent simulation.
Achieves state-of-the-art performance, outperforming leading proprietary models on agent evaluation benchmarks.
Enables zero-shot generalization to unseen environments and controllable simulation for agent weakness analysis.

Created 4 days ago

Updated 1 day ago

Starred 1 day ago by

Elie Bursztein(Cybersecurity Lead at Google DeepMind). Also starred by

Luis Capelo(Cofounder of Lightning AI),

Junyang Lin(Core Maintainer at Alibaba Qwen),

Gregor Zunic(Cofounder of Browser Use), and

7 more.

daytona by daytonaio

0.2%

72k

Infrastructure for running AI-generated code

Creates isolated sandboxes in <90ms for secure code execution.
Supports massive parallelization for concurrent AI workflows.
Offers programmatic control via File, Git, LSP, and Execute APIs.
Compatible with OCI/Docker images for sandbox creation.

Created 2 years ago

Updated 17 hours ago

Starred 1 day ago by

Elie Bursztein(Cybersecurity Lead at Google DeepMind).

awesome-sandbox by restyler

0.8%

529

Code sandboxing solutions for AI agents and cloud development

Enables safe execution of AI-generated code and untrusted user inputs.
Leverages MicroVMs, application kernels, WASM, and containers for diverse isolation needs.
Features platforms with SDKs, persistent/ephemeral storage, and edge/serverless deployment options.
Compares solutions on security vs. performance trade-offs for AI-centric and general-purpose workloads.

Created 11 months ago

Updated 7 months ago

Starred 2 days ago by

Elie Bursztein(Cybersecurity Lead at Google DeepMind). Also starred by

Samuel Colvin(Founder and Author of Pydantic),

Carol Willing(Core Contributor to CPython, Jupyter),

Jason Knight(Director AI Compilers at NVIDIA; Cofounder of OctoML), and

13 more.

monty by pydantic

0.5%

A secure, minimal Python interpreter for AI agents

Safely executes LLM-generated Python code with microsecond startup, avoiding container overhead.
Built in Rust, callable from Python/JS, supports type hints and controlled host function calls.
Enables agentic workflows by allowing LLMs to write and execute code directly.
Offers robust security, resource control, and state snapshotting for reliable execution.

Created 3 years ago

Updated 16 hours ago

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