martinuke0's Blog

Diagram of a TLS 1.3 handshake with zero‑RTT resumption.

Implementing TLS 1.3 Zero Round-Trip Resumption: Architecture, Security Trade-offs, and Production-Ready Performance Tips

A deep dive into TLS 1.3 0‑RTT resumption, covering architecture, security considerations, and actionable performance tuning for modern services.

A laptop screen showing a GPU shader visualizing quantized Llama weights.

Implementing WebGPU-Accelerated Quantization for Local Llama Inference: Architecture, Performance, and Production Deployment

A deep‑dive into building a WebGPU‑powered, quantized Llama inference pipeline for edge devices, with real‑world benchmarks and deployment guidelines.

Illustration of distributed workers processing tasks in a cloud environment.

Mastering Celery: Scaling Distributed Task Queues for Production-Ready Python Application Architecture

A deep dive into Celery architecture, real‑world scaling patterns, and ops best practices for reliable, high‑throughput Python applications.

Illustration of Go gopher beside microservice icons.

Mastering Go for Modern Backend Engineering: Architecture, Concurrency, and Production-Ready Services

A deep dive into Go’s strengths for backend engineering, covering service design, concurrency best practices, and the observability stack needed for production.

A microcontroller board next to a tiny neural network diagram.

Optimizing Small Language Models: Quantization, Hardware Acceleration, and Efficient Local Edge Inference

A step‑by‑step guide for engineers who want to run LLMs locally on constrained hardware, covering quantization methods, hardware accelerators, and proven deployment patterns.