18F Guides Assistant

Answers questions on starting, growing and maintaining open source projects: contributing, community, governance, funding and legal basics, citing the GitHub repo github/opensource.guide (CC BY 4.0). Not an official GitHub product.

Answers questions on the U.S. Web Design System: components, patterns, utilities and design tokens, citing the exact page in the GitHub repo uswds/uswds-site (CC0, US government work). Not an official U.S. government product.

Answers questions on writing clearly for your audience from the U.S. Federal Plain Language Guidelines, citing the GitHub repo GSA/plainlanguage.gov (US government work, public domain). Not an official U.S. government product.

Answers questions on tech interviews: coding interview prep, algorithms, behavioral rounds, resumes and offer negotiation, citing the GitHub repo yangshun/tech-interview-handbook (MIT).

Answers questions on GitHub Actions: workflow syntax, runners, secrets, caching, matrices and deployments, citing the exact file in the public docs of the GitHub repo github/docs (CC BY 4.0). Not an official GitHub product.

Answers questions on LangChain and LangGraph: agents, models, tools, memory, streaming and Deep Agents, citing the exact file in the public docs of the GitHub repo langchain-ai/docs (MIT). Not an official LangChain product.

Answers questions on Laravel: routing, Eloquent, queues, authentication, Blade and testing, citing the exact file in the public docs of the GitHub repo laravel/docs (MIT). Not an official Laravel product.

Answers questions on Ruby on Rails: Active Record, migrations, routing, controllers, views and more, citing the exact file in the Rails Guides of the GitHub repo rails/rails (CC BY-SA 4.0). Not an official Rails product.