
Replication Lag: The Hidden Cost of Read Replicas
Why read replicas introduce stale reads, how replication lag breaks consistency assumptions, and practical patterns to handle it safely.
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12 articles

Why read replicas introduce stale reads, how replication lag breaks consistency assumptions, and practical patterns to handle it safely.

Not just for mobile apps: with WAL mode and the right replication strategy, SQLite runs production workloads with less operational overhead than Postgres.

A complete guide to designing scalable, production-ready APIs with Next.js Route Handlers, TypeScript, validation and error-handling patterns.

The core concepts behind scalable system design — load balancing, caching, database scaling, queues, and the tradeoffs that guide architectural decisions.

Architect multi-tenant SaaS with database isolation, tenant-aware middleware, quotas, partitioning and security boundaries that scale to ten thousand.

Design scalable WebSocket architectures: connection management, room-based pub/sub, heartbeats, reconnection and horizontal scaling to thousands.

A deep dive into database connection pooling for Node.js: pool sizing, health checks, failover patterns and the misconfigurations that cause outages.

Design and run load tests with k6: ramping strategies, realistic user simulation, threshold-based pass/fail criteria and reading results to find bottlenecks.

Configure and tune database connection pools for high-throughput Node.js: pool sizing, health checks, connection lifecycle and what exhausts a pool.

Design cell-based architectures that isolate failures to small blast radii, allow independent scaling and stop cascading outages across distributed systems.

A practical guide to database sharding: partitioning strategies, shard key selection, cross-shard queries and the operational cost of distributing data.

A practical guide to load testing APIs: tool selection, realistic traffic patterns, performance baselines, bottleneck identification and common mistakes.