Implement reliability patterns for Replit: cold start handling, graceful shutdown, persistent state, and keep-alive. Use when building fault-tolerant Replit apps, handling container restarts, or adding resilience to production Replit deployments. Trigger with phrases like "replit reliability", "replit container restart", "replit data persistence", "replit always on", "replit graceful shutdown".
Design production-grade Sentry architecture for multi-service organizations. Use when planning Sentry rollout, structuring projects across teams, building shared config modules, or setting up distributed tracing. Trigger: "sentry architecture", "sentry project structure", "sentry reference design", "sentry distributed tracing".
Implement CodeRabbit reference architecture with production-grade .coderabbit.yaml configuration. Use when designing review configuration for a new project, establishing team standards, or building a comprehensive review setup from scratch. Trigger with phrases like "coderabbit architecture", "coderabbit best practices", "coderabbit project structure", "coderabbit reference config", "coderabbit full setup".
Implement Firecrawl reliability patterns: circuit breakers, crawl fallbacks, and content validation. Use when building fault-tolerant scraping pipelines, implementing crawl-to-scrape fallback, or adding content quality gates to Firecrawl integrations. Trigger with phrases like "firecrawl reliability", "firecrawl circuit breaker", "firecrawl fallback", "firecrawl resilience", "firecrawl fault tolerant".
Choose and implement Exa architecture patterns at different scales: direct search, cached search, and RAG pipeline. Use when designing Exa integrations, choosing between simple search and full RAG, or planning architecture for different traffic volumes. Trigger with phrases like "exa architecture", "exa blueprint", "how to structure exa", "exa RAG design", "exa at scale".
Implement Exa reference architecture for search pipelines, RAG, and content discovery. Use when designing new Exa integrations, reviewing project structure, or establishing architecture standards for neural search applications. Trigger with phrases like "exa architecture", "exa project structure", "exa RAG pipeline", "exa reference design", "exa search pipeline".
Implement Firecrawl reference architecture with scrape/crawl/map/extract pipelines. Use when designing new Firecrawl integrations, reviewing project structure, or building content ingestion pipelines for AI/RAG applications. Trigger with phrases like "firecrawl architecture", "firecrawl project structure", "firecrawl pipeline", "firecrawl RAG", "firecrawl knowledge base".
Distribute OpenRouter requests across multiple keys and models for high throughput. Use when scaling beyond single-key rate limits or building high-availability systems. Triggers: 'openrouter load balance', 'openrouter scaling', 'distribute openrouter requests', 'multiple api keys'.
Build resilient Supabase integrations: circuit breakers wrapping createClient calls, offline queue with IndexedDB, graceful degradation with cached fallbacks, health check endpoints, retry with exponential backoff and jitter, and dual-write patterns for critical data. Use when building fault-tolerant apps, handling Supabase outages gracefully, implementing offline-first patterns, or adding retry logic to SDK calls. Trigger with phrases like "supabase circuit breaker", "supabase offline", "supabase retry", "supabase health check", "supabase fallback", "supabase resilience", "supabase dual write", "supabase outage".
Implement a Vercel reference architecture with layered project structure and best practices. Use when designing new Vercel projects, reviewing project structure, or establishing architecture standards for Vercel applications. Trigger with phrases like "vercel architecture", "vercel project structure", "vercel best practices layout", "how to organize vercel project".
Choose and implement Vercel architecture blueprints for different scales and use cases. Use when designing new Vercel projects, choosing between static, serverless, and edge architectures, or planning how to structure a multi-project Vercel deployment. Trigger with phrases like "vercel architecture", "vercel blueprint", "how to structure vercel", "vercel monorepo", "vercel multi-project".
Implement reliability patterns for Vercel deployments including circuit breakers, retry logic, and graceful degradation. Use when building fault-tolerant serverless functions, implementing retry strategies, or adding resilience to production Vercel services. Trigger with phrases like "vercel reliability", "vercel circuit breaker", "vercel resilience", "vercel fallback", "vercel graceful degradation".
Configure Linear across development, staging, and production environments. Use when setting up per-environment API keys, secret management, or environment-specific Linear configurations. Trigger: "linear environments", "linear staging", "linear dev prod", "linear environment setup", "multi-environment linear".
Migrate from other search APIs (Google, Bing, Tavily, Serper) to Exa neural search. Use when switching to Exa from another search provider, migrating search pipelines, or evaluating Exa as a replacement for traditional search APIs. Trigger with phrases like "migrate to exa", "switch to exa", "replace google search with exa", "exa vs tavily", "exa migration", "move to exa".
Build reliable Sentry integrations with graceful degradation, circuit breakers, and offline queuing. Use when implementing fault-tolerant error tracking, handling SDK initialization failures, building retry logic for Sentry transports, or ensuring apps survive Sentry outages. Trigger with "sentry reliability", "sentry circuit breaker", "sentry offline queue", "sentry graceful degradation", "sentry failover", or "resilient sentry setup".
Implement Replit reference architecture with best-practice project layout, data layer, and deployment. Use when designing new Replit apps, reviewing project structure, or establishing architecture standards for production Replit applications. Trigger with phrases like "replit architecture", "replit best practices", "replit project structure", "how to organize replit", "replit production layout".
Implement Abridge reference architecture for clinical AI integration. Use when designing a new Abridge deployment, reviewing project structure, or planning multi-site health system rollouts with EHR integration. Trigger: "abridge architecture", "abridge project structure", "abridge system design", "abridge multi-site".
Implement reliability patterns for Adobe APIs: circuit breakers for IMS/Firefly, idempotency for PDF Services operations, graceful degradation when Adobe is down, and dead letter queues for failed async jobs. Trigger with phrases like "adobe reliability", "adobe circuit breaker", "adobe fallback", "adobe resilience", "adobe graceful degradation".
Implement reference architecture for Alchemy-powered Web3 applications. Use when designing dApp infrastructure, planning multi-chain deployments, or structuring a production blockchain application. Trigger: "alchemy architecture", "dApp architecture", "alchemy project structure", "web3 system design", "alchemy multi-chain design".
Implement Algolia reference architecture: index design, multi-index strategy, data pipeline, search service layer, and frontend/backend separation. Trigger: "algolia architecture", "algolia best practices", "algolia project structure", "how to organize algolia", "algolia index design".
Implement reference architecture for Anima design-to-code automation. Use when designing a design system automation pipeline, structuring a Figma-to-React project, or planning team-scale design handoff. Trigger: "anima architecture", "design-to-code architecture", "anima project structure", "figma automation architecture".
Choose and implement Claude API architecture patterns for different scales: serverless, microservice, event-driven, and edge deployment. Trigger with phrases like "anthropic architecture", "claude serverless", "claude microservice design", "edge claude deployment".
Production-grade architecture patterns for Apify-powered applications. Use when designing scraping infrastructure, building multi-Actor pipelines, or integrating Apify into a larger system architecture. Trigger: "apify architecture", "apify best practices", "apify project structure", "scraping architecture", "apify system design".
Reference architecture for Apple Notes automation systems. Trigger: "apple notes architecture".
