environment-matrix-devstgprod
Environment standards for development, staging, and production: parity principles, data and access policies, configuration boundaries, and deployment controls
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Environment standards for development, staging, and production: parity principles, data and access policies, configuration boundaries, and deployment controls
Enabling multiple users to edit the same document simultaneously using Operational Transformation, CRDTs, and implementation with Yjs for conflict-free collaborative editing.
Systematic approach to testing system resilience through controlled failure injection and experimentation
Comprehensive guide to conducting blameless postmortems and learning from incidents to improve system reliability
Patterns and strategies for cache invalidation - one of the two hardest problems in computer science.
Procedures and playbooks for responding to data quality incidents, data loss, corruption, and pipeline failures.
Designing multi-tenant platform products with extensibility, scalability, and ecosystem enablement
Operational patterns for multi-tenant systems: tenant-safe debugging and monitoring, per-tenant maintenance and migrations, fairness controls, and compliance-aware access
Resource isolation strategies to prevent cascading failures and limit blast radius in distributed systems
Network and application-level segmentation to limit lateral movement and contain security breaches in IoT deployments
Comprehensive guide to load balancing algorithms, health checks, and high-availability patterns.
Event-driven design conventions: event envelope, naming, versioning, schema evolution rules, idempotency, ordering/partitioning, retry and dead-letter handling
Comprehensive guide to database transactions, ACID properties, isolation levels, locking, and distributed transactions.
Strategies for managing data structures, versioning, and evolutions across databases and event streams.
Clear escalation procedures and paths for incident response
Comprehensive guide to caching strategies, cache layers, invalidation patterns, and implementation for improving application performance
Comprehensive disaster recovery planning and implementation for IoT infrastructure and systems
Comprehensive guide to identifying, analyzing, and documenting failure modes in distributed systems
Implementing event sourcing pattern for maintaining application state as a sequence of immutable events.
SSOT blueprint for creating consistent services: folder structure, required endpoints, dependency conventions, interface contracts, docs/testing/security/observability requirements
Zero-downtime patterns for production schema changes and large backfills, including expand/contract, batching, verification, and rollback strategies
Multi-layer caching patterns: in-memory (Redis/Memcached), CDN, HTTP caching, cache invalidation, cache warming, and cache stampede prevention
Implementing distributed transactions across microservices using the Saga pattern with choreography and orchestration approaches.
Meta-skill for designing, composing, and orchestrating other skills: skill discovery, dependency resolution, skill composition patterns, and skill orchestration
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