17 posts found
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Most outages in mature systems are caused by migrations. You can avoid them with safe steps and the right guardrails. A practical guide to the expand-contract pattern for zero-downtime schema changes.
Modern systems need to adapt on their own. Learn how adaptive control planes use telemetry, decision engines, and feedback loops to automatically optimize routing, workloads, and policies based on real-time conditions.
A practical guide to building consistency layers for multi-region systems. Learn how to balance latency, correctness, and resilience using vector clocks, CRDTs, geo-partitioning, and conflict resolution patterns.
An in-depth exploration of how modern systems maintain consistency when computation and data are split between edge nodes and central clouds. Practical patterns for IoT, retail, autonomous devices, and AI inference.
How to design large-scale systems that guarantee ultra-low-latency under unpredictable workloads. Practical patterns for AI inference, real-time collaboration, and IoT platforms.
How to design systems that switch between strong and eventual consistency at runtime using policy, context, and load signals—without breaking user trust.
A practical guide to building low-latency, memory-centric architectures with NUMA-aware partitioning, affinity scheduling, RDMA, and persistent memory tiers. Includes Go/Rust samples for locality-aware routing, hash rings, and benchmarking remote vs. local access.