ralph-setup
Set up automated agent-driven development with Ralph. Run AI agents in a loop to implement features from user stories, verify acceptance criteria, and log progress for the next agent.
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Set up automated agent-driven development with Ralph. Run AI agents in a loop to implement features from user stories, verify acceptance criteria, and log progress for the next agent.
Generate descriptive chat titles from the first message using a fast LLM. Runs as a background workflow step after the main response to avoid delaying the experience.
Manage environment variables across Vercel environments. Sync with Vercel CLI, handle local overrides, and load env vars in scripts.
Test API routes by importing handlers directly with Bun's test runner. Fast, reliable tests without HTTP overhead.
Install the Vercel AI SDK with AI Elements components. Build a streaming chat interface with the useChat hook.
Implement feature flags using the Vercel Flags SDK with server-side evaluation, environment-based toggles, and Vercel Toolbar integration.
Install and configure the Workflow Development Kit for resumable, durable AI agent workflows with step-level persistence, stream resumption, and agent orchestration.
Set up automated agent-driven development with Ralph. Run AI agents in a loop to implement features from user stories, verify acceptance criteria, and log progress for the next agent.
Capture exceptions, add context, create performance spans, and use structured logging with Sentry.
Install the Vercel AI SDK with AI Elements components. Build a streaming chat interface with the useChat hook.
Add a complete account settings page with profile editing, password changes, email updates, session management, and account deletion.
Manage React state in URL query parameters with nuqs. Covers Suspense boundaries, parsers, clearing state, and deep-linkable dialogs.
Add Shadcn UI components with dark mode support using next-themes. Includes theme provider and CSS variables configuration.
Configure Resend for transactional emails like password resets and email verification.
Create a Next.js app running on Bun, configure the development environment, and deploy to Vercel with automatic deployments on push.
Use structured logging with Pino throughout your application. Covers log levels, context, and workflow-safe logging patterns.
About recipes, cookbooks, and the fullstackrecipes project.
Generate descriptive chat titles from the first message using a fast LLM. Runs as a background workflow step after the main response to avoid delaying the experience.
Sync React state to URL query parameters for shareable filters, search queries, and deep links to modal dialogs. Preserves UI state on browser back/forward navigation.
Implement feature flags using the Vercel Flags SDK with server-side evaluation, environment-based toggles, and Vercel Toolbar integration.
Syntax highlight code blocks with Shiki. Supports server-side rendering in RSC and automatic light/dark theme switching.
Use when creating, listing, or viewing GitHub issues via CLI - triggers on issue management tasks, bug reporting, or feature requests
Build elegant frontend UIs following Microsoft Foundry's NextGen Design System using Vite + React + pnpm. Use when creating dashboards, agent builders, data grids, entity management interfaces, or any applicati...
Review Next.js project architecture compliance. Checks layer dependencies, component placement, and zero-margin principle. Use during code reviews or when creating new components.
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