Posts

Diagram of a distributed memory mesh supporting AI agents.

Architecting Autonomous Memory Systems for Distributed AI Agent Orchestration: Lifecycle Management and Production Patterns

A deep dive into designing autonomous memory layers for large‑scale AI agent fleets, covering architecture, lifecycle ops, and proven production patterns.

Diagram showing epoll and io_uring data paths inside the Linux kernel.

Deep Dive into io_uring and epoll: Internal Architecture, Performance Tradeoffs, and System Call Evolution

Explore the inner workings of epoll and io_uring, see how they differ in latency, throughput, and programming model, and learn which patterns work best in modern high‑scale services.

Diagram of JVM and .NET memory regions with arrows showing collection cycles.

Deep Dive into Generational Garbage Collection: Memory Management in Modern JVM and .NET Runtimes

A production‑focused walkthrough of generational GC in Java and .NET, covering internals, tuning knobs, and monitoring patterns.

Diagram of a Linux process tree with cgroup v2 hierarchy overlay.

Mastering Cgroups v2 Resource Isolation: A Deep Dive into Unified Hierarchy and Control Controllers

A practical guide for engineers to harness cgroups v2 for CPU, memory, I/O, and device isolation, featuring architecture diagrams and production‑ready configs.

Diagram of jemalloc arenas and thread caches interacting with system memory.

Deep Dive into jemalloc Arenas and Thread Caches: Architecture, Scalability, and Performance Optimization

A detailed look at jemalloc’s arena model, thread‑cache mechanics, and real‑world tuning strategies that boost latency‑sensitive services.