nWave-ai

Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate limiting, CDN, Bloom filters, ID generation, replication, conflict resolution, CAP theorem

Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions. Load when assessing production readiness or validating operational excellence.

Roadmap-specific validation checks for architecture reviews. Load when reviewing roadmaps for implementation readiness.

CI/CD pipeline design methodology, deployment strategies, GitHub Actions patterns, and branch/release strategies. Load when designing pipelines or deployment workflows.

Domain-specific authoritative source databases, search strategies by topic category, and source freshness rules

Scala 3 language-specific patterns with ZIO, Cats Effect, and opaque types