Distributed Model Counting without Bottlenecks
Distributed model counting with work-stealing: how gDMC reduces overhead and solves the load balancing problem in #SAT systems
MEV in DAG BFT Breaks Honest Ordering
MEV in DAG BFT: how Mysticeti creates transaction ordering bias and why DAG linearization becomes a critical architectural bottleneck
DNS routing for gRPC eliminates thundering herd
DNS routing for gRPC: how changing the Route 53 policy eliminated the thundering herd and distributed the load across 121 million connections without errors
ScyllaDB for Chat Memory in LangChain
ScyllaDB as a backend for LangChain addresses a key issue: preserving dialogue context in RAG systems and scaling without losing state. The problem does not manifest immediately — until the moment the RAG chatbot exceeds a single process. LLMs are inherently stateless: each request begins with an empty context unless the history is manually reproduced. … Read more
Kubernetes DRA Enhances Resource Control
Dynamic Resource Allocation Kubernetes: how DRA 1.36 changes resource scheduling, increases utilization, and manageability in clusters –>
Container Patterns as the Foundation of Architecture
Container patterns as the foundation of container orchestration: how coordination and architecture of distributed systems are built without excessive complexity.
Kubernetes sharded watch reduces API load
Server-side sharded list and watch in Kubernetes changes the behavior of controllers. This is an attempt to eliminate the system ceiling when working with high-cardinality resources. When Kubernetes clusters grow to tens of thousands of nodes, controllers hit scalability limits not where one would typically expect. The problem arises at the list/watch interaction level with … Read more
DocDB architecture for zero-downtime scaling
DocDB architecture: how Stripe scales databases to 5 million QPS through zero-downtime data movement and strict data control.
MRC Protocol for Resilient GPU Networks
The MRC protocol is explained in practice: how GPU networks avoid congestion, withstand failures, and scale to 100k+ GPUs without loss of efficiency.
Redis proxy for highload caching and failure control
Redis proxy becomes a key layer for cache management as load and complexity increase. Let’s explore how an architectural proxy eliminates degradation and stabilizes highload systems. The problem does not manifest immediately — until the moment Redis stops being a “transparent” component and starts dictating system behavior. In the described case, degradation began with an … Read more