martinuke0's Blog

A laptop screen displaying a GPU heat map beside a Llama model diagram.

Implementing WebGPU-Accelerated Quantization for Local Llama Inference: A Deep Dive into High-Performance Browser Architectures

A step‑by‑step guide that shows engineers how to run a quantized Llama model inside the browser using WebGPU, with code snippets, performance data, and production‑ready patterns.

Diagram of a trace flowing through multiple microservice boxes.

Mastering OpenTelemetry Context Propagation: Implementation, Header Standards, and Distributed Trace Continuity across Microservices

A deep dive into implementing OpenTelemetry propagation, understanding header formats, and designing architectures that preserve trace continuity in distributed systems.

Illustration of memory pages being duplicated on write.

Deep Dive into Copy-on-Write Semantics in Modern Linux Kernels: Architecture, Mechanisms, and Optimization Patterns

A technical walkthrough of Linux COW, covering kernel architecture, fault paths, and proven tuning patterns for real‑world services.

Architecting Low-Latency Cross-Regional Replication for Vector Search Clusters: Design Patterns and Implementation Strategy

A deep dive into the architecture, patterns, and concrete steps needed to achieve sub‑10 ms cross‑regional vector search replication at scale.

Diagram of a data center network with BBR‑enabled servers.

Implementing TCP BBR Congestion Control: Optimizing Network Throughput and Latency for Production Systems

A step‑by‑step guide for engineers to integrate BBR congestion control into Linux stacks, with real‑world patterns, monitoring tips, and proven performance data.