bulkhead-patterns
Resource isolation strategies to prevent cascading failures and limit blast radius in distributed systems
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Resource isolation strategies to prevent cascading failures and limit blast radius in distributed systems
Provides essential high-performance I/O patterns. Use when quickly referencing core I/O optimization techniques without detailed explanations.
Enterprise template management with code boilerplates, feedback templates, and project optimization workflows
Authorization patterns including RBAC and ABAC. Use when implementing access control.
Iterative spec-driven development workflow using subagents. Use when user wants to build a feature from scratch, needs help writing a detailed spec, or asks for implementation with verification. Triggers on phrases like "build this feature", "implement and verify", "spec this out", "develop with tests", or requests involving multi-phase development with quality gates.
Review software architecture for SOLID principles, design patterns, scalability, and maintainability. Use when evaluating system design or planning refactoring.
Asynchronous programming patterns for Python, JavaScript/TypeScript, and other languages. Auto-triggers when implementing concurrent code, handling promises, or optimizing I/O operations.
Essential architectural rules, pipeline order, and bug prevention checklists. MUST be consulted before modifying routing, state, or detection logic.
Multi-phase workflow orchestration pattern for main agents. Enables structured planning, delegation to sub-agents, parallel execution, and result aggregation.
Research and recommend optimal tech stacks for rapid MVP development. Analyzes requirements and recommends programming languages, frameworks, databases, AI models, APIs, services, and deployment platforms. Prioritizes developer experience, free tiers, type safety, and battle-tested solutions.
Goroutines, channels, and sync patterns for concurrent programming. Use when implementing concurrent operations.
Simulate DETR p2p networking layer message passing outside Substrate defaults.
Enterprise CLI tool architecture with multi-language patterns, UX/DX optimization, and production deployment strategies
Use when rough ideas need design before code or multiple approaches exist
Claude Code context window optimization strategies, JIT retrieval, progressive loading, memory file patterns, and cleanup practices. Use when optimizing context usage, managing large projects, or implementing efficient workflows.
Production-ready code generation and incremental development using Explore-Plan-Code-Commit workflow. TDD-driven with <200 line changes, automatic rollback, and multi-agent coordination. Use when implementing features, refactoring code, migrating systems, or integrating components requiring rigorous testing and quality assurance.
Advanced observability patterns with OpenTelemetry, distributed tracing, eBPF monitoring, SLO/SLI implementation, and production strategies. Use when implementing observability, monitoring, or distributed tracing.
Comprehensive guide to backward compatibility rules for APIs, databases, and data contracts with migration strategies and testing approaches