Skill UI

This technical guide provides patterns for handling rate limits, throttling, and concurrency issues when scraping data using Bright Data services. It demonstrates implementing concurrency control using queuing, applying exponential backoff for transient errors (like 429 or 503), and managing specific API trigger rate limits (e.g., 20/min, 60/hr). Essential for building robust, large-scale web scrapers.

This comprehensive guide provides developers with step-by-step instructions for migrating between different Bright Data services and API versions. It covers complex transitions, such as upgrading from raw proxies to Web Unlocker, moving from Puppeteer to Scraping Browser, and updating datasets API endpoints (v2 to v3). Includes prerequisites, code examples, and rollback procedures for seamless integration.

Provides comprehensive strategies for handling external API rate limits (HTTP 429 errors). This skill implements advanced patterns including exponential backoff with jitter, request queuing, and header monitoring. It is crucial for building reliable, high-throughput integrations with rate-limited services like ClickUp.

This guide details advanced patterns for managing API rate limits, particularly for external AI services like Cohere. It covers implementing exponential backoff with jitter for handling transient 429 errors, utilizing concurrency-limited request queues, and building proactive rate limit trackers. These techniques ensure highly reliable and optimized API throughput in production systems.

A comprehensive checklist for ensuring GPU workloads, such as inference services or model training pipelines, are fully prepared for production deployment on CoreWeave. It covers critical MLOps and DevOps aspects including autoscaling, resource limits, security policies, persistent storage validation, monitoring setup, and rollback procedures.

This skill provides methods for managing GPU quota limits and rate restrictions for CoreWeave cloud services. It includes using `kubectl` to check resource quotas and demonstrates implementing robust request queuing mechanisms using Python's `asyncio` library, ensuring stable and efficient resource allocation for high-concurrency inference endpoints.

A comprehensive reference architecture for building production-grade integrations with the Figma REST API. This guide covers the full design-to-code pipeline, including design token extraction, scalable asset export (icons/images), and robust webhook event handling. Ideal for architects planning new Figma services, establishing project structure, or implementing complex design system workflows.

This comprehensive reference architecture details the technical blueprint for managing fundraising operations using Finta CRM. It outlines the integration of core services—including pipeline tracking, deal rooms, and payment gateways (Stripe)—to provide founders and fund managers with end-to-end visibility. The document covers service layer design, caching strategies, event pipelines, and scaling considerations for robust, automated fundraising management.

A comprehensive reference architecture for building robust and scalable supply chain integrations with Flexport's logistics API. It outlines a structured pipeline using Ingest (webhooks/polling), Core (business logic services), and Expose (REST API/Dashboard layers), ensuring reliable data flow, caching, and queueing best practices.

A comprehensive guide to managing the full application lifecycle on Fly.io. This workflow covers deploying applications, configuring the environment using fly.toml, managing sensitive secrets, scaling resources across multiple regions, and controlling the application's operational state (including suspension and destruction). Ideal for setting up production-grade, resilient cloud services.

This skill guides users through setting up robust, production-grade infrastructure on Fly.io. It covers creating and connecting to Fly Postgres clusters for reliable data storage, provisioning persistent NVMe Volumes for durable file storage, and configuring private internal networking (6PN) for secure service-to-service communication. It is essential for modern microservices requiring stable databases and persistent state.

This comprehensive guide provides step-by-step instructions for migrating and upgrading services on the Fly.io platform. It details critical processes such as migrating applications from Apps v1 (Nomad) to v2 (Machines), upgrading the flyctl CLI, performing major Postgres database version upgrades, and executing region migrations. Essential for maintaining and modernizing cloud infrastructure.