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Design a file upload pipeline with CDN delivery covering chunked uploads, virus scanning, transformation, storage, and edge caching strategies.

Delivers a file upload and CDN delivery pipeline with chunked uploads, scanning, transformation, and caching.

Build a rich text editor using Tiptap or ProseMirror covering schema design, custom extensions, collaborative editing, and content serialization.

Delivers a rich text editor architecture with schema design, extensions, collaboration, and serialization.

Design headless CMS integration patterns covering content modeling, API consumption, caching, preview workflows, and multi-channel delivery.

Delivers headless CMS integration architecture with content modeling, caching, preview, and delivery patterns.

Build a user activity feed and audit trail system with structured events, timeline rendering, and compliance querying.

Delivers a user activity feed architecture with event schemas, timeline UI components, filtering, and compliance audit capabilities.

Implement account deletion with data purge workflows, retention policies, grace periods, and GDPR right-to-erasure compliance.

Produces an account deletion system with grace periods, cascading data purge, retention policies, and regulatory compliance workflows.

Design a secure admin user impersonation system with audit logging, permission guards, and session isolation for support.

Delivers a user impersonation system with secure session management, permission controls, audit trails, and visual indicators.

Build a team and organization management system with invitations, roles, seat-based billing, and multi-tenancy patterns.

Delivers a team and organization management architecture with invite flows, role hierarchies, seat billing, and multi-tenancy isolation.

Design a user profile and settings system with editable fields, avatar management, preferences, and privacy controls.

Produces a user profile architecture with field schemas, avatar handling, preference management, and privacy settings patterns.

Design a webhook delivery system with reliable dispatch, exponential retry, payload signing, and delivery monitoring.

Delivers a webhook delivery system architecture with reliable dispatch, retry logic, signature verification, and monitoring dashboards.

Build an in-app messaging system for banners, modals, tooltips, and announcements with targeting and dismissal tracking.

Delivers an in-app messaging architecture with message types, targeting rules, display logic, and engagement analytics.

Design an email template system using MJML with shared components, dynamic content, previews, and cross-client rendering.

Produces an email template system with MJML components, dynamic content injection, preview tooling, and cross-client compatibility.

Build a transactional email delivery system with high deliverability, template rendering, tracking, and provider failover.

Delivers a transactional email system architecture with provider integration, deliverability optimization, and monitoring pipelines.

Implement payment fraud detection with risk scoring, velocity checks, 3D Secure enforcement, and manual review workflows.

Delivers a payment fraud detection system with risk scoring rules, velocity limits, 3DS triggers, and review queue architecture.

Design a marketplace payout system with split payments, escrow logic, and multi-party fund distribution using Stripe Connect.

Produces a marketplace payout architecture with split payment logic, escrow management, and multi-party settlement flows.

Build an invoice generation system with line items, tax calculation, PDF rendering, and compliance with regional tax laws.

Delivers an invoice system architecture with line item modeling, tax calculation integration, PDF generation, and regulatory compliance.

Design subscription billing with plan management, upgrades/downgrades, proration, trials, and dunning recovery flows.

Produces a subscription billing system covering plan modeling, lifecycle management, proration logic, and failed payment recovery.

Implement a Stripe payment integration with checkout flows, webhook handling, idempotency, and PCI compliance patterns.

Delivers a complete Stripe integration plan covering checkout, webhook processing, error handling, and PCI-compliant architecture.

Design a content taxonomy and tagging system with hierarchical categories, auto-tagging, and faceted navigation support.

Produces a content taxonomy system with hierarchical categories, tagging schemas, auto-classification, and faceted browse patterns.

Architect a recommendation engine with collaborative filtering, content-based signals, and real-time personalization.

Delivers a recommendation engine architecture with filtering algorithms, feature pipelines, serving infrastructure, and evaluation metrics.

Design search ranking and relevance tuning systems with field boosting, learning-to-rank, and relevance evaluation frameworks.

Produces a search ranking system with relevance scoring models, evaluation metrics, learning-to-rank integration, and A/B testing.