The Download
Join rotating hosts from GitHub’s Developer Advocacy team - including Andrea Griffiths, Cassidy Williams, Kedasha Kerr, and more for the latest in developer, open source, and GitHub news.
Here's what's popular on GitHub today...
Trending repository
Give your agent a computer 👾
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Aug 5, 2026 - TypeScript
Trending repository
Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding agents, with durable goals, quota-aware auto-wake, executable todos, evidence logs, and verifiable handoffs.
codex workflow-automation ai-agents agent-ops agent-control-plane long-running-agents loop-engineering loopx
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Aug 5, 2026 - Python
GitHub Blog
Copilot now bills usage at listed API rates. Compare direct model access with the coding workflow, policy, and harness work around it.
Popular topic
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Database
A database is a structured set of data held in a computer, usually a server.
Trending repository
TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
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Aug 5, 2026 - TypeScript
Trending repository
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
python design development programming web system design-patterns interview web-application webapp interview-practice interview-questions design-system
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Mar 20, 2026 - Python
Trending repository
Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to enable smart routing decisions.
nodejs python markdown rust pdf text-extraction pdf-parser pdf-extraction ocr-routing pdf-classification
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Aug 5, 2026 - Rust
Trending repository
DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.
agent cli typescript terminal tui developer-tools ink r1 tool-use agent-framework ai-agent llm prompt-caching deepseek ai-coding coding-agent
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Aug 5, 2026 - Go
Collection recommended by GitHub
Made in Brazil
Open source projects built in or receiving significant contributions from Brazil :brazil:
This recommendation was created by GitHub staff
Naming Conventions Bot
Conventionsbot automatically validates naming conventions of pull requests, branches and commit messages in your Github repositories.
Key benefits:
Automatically validate pull requests
Don't waste time to highlight naming convention issues during code review anymore.
Ensure consistency
Manage naming conventions from central administration panel.
Set up in less than 5 minutes
Don't waste time on creating and managing your own validators (githooks, CI or Github actions).
Trending repository
Production-grade engineering skills for AI coding agents.
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Aug 5, 2026 - JavaScript
Trending repository
An agentic skills framework & software development methodology that works.
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Aug 5, 2026 - Shell
Trending repository
We write your reusable computer vision tools. 💜
python tracking machine-learning computer-vision deep-learning metrics tensorflow image-processing pytorch video-processing yolo classification coco object-detection hacktoberfest pascal-voc low-code instance-segmentation oriented-bounding-box
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Aug 5, 2026 - Python
Trending repository
The React Framework
react blog static-site-generator components node browser compiler universal nextjs static server-rendering hybrid ssg vercel
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Aug 5, 2026 - JavaScript
Trending repository
A utility-first CSS framework for rapid UI development.
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Aug 5, 2026 - TypeScript
Trending repository
ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.
benchmark mcp cursor codex ai-agents claude ai-security threat-detection prompt-injection llm-security model-context-protocol agent-security claude-code
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Aug 3, 2026 - Python
Trending repository
AirLLM 70B inference with single 4GB GPU
open-source chinese-nlp llama lora instruction-set finetune open-source-models open-models llm generative-ai instruct-gpt qlora chinese-llm
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Aug 5, 2026 - Jupyter Notebook
This recommendation was created by GitHub staff
Cirun.io
About Cirun.io 🚀
Cirun.io is a service to spinup GitHub Action runners on your cloud.
Easy to get started ✨
Get started with just a cloud account and a configuration file.
Supports Major Clouds ☁️
Supports AWS, GCP, Azure, DigitalOcean, Oracle Cloud and on-prem with OpenStack.
Unlimited Customization ⚙️
Spinup custom runners on any cloud provider with any configuration like GPU, ARM machines, Spot instances, etc.
GitHub Interface
Everything on GitHub Actions interface itself.
