martinuke0's Blog

Architecting Multimodal RAG Pipelines: Integrating Vision-Language Models for Production-Ready Search and Retrieval

A step‑by‑step guide to designing, implementing, and scaling multimodal RAG systems that fuse text and image embeddings for real‑world search workloads.

Diagram of agents reaching consensus over a distributed log.

Architecting Asynchronous Consensus Protocols for Multi-Agent Decision Engines: From Theory to Production-Ready Implementation

A deep dive into building and operating asynchronous consensus layers for multi‑agent decision engines, with concrete Kafka‑Raft patterns and production checklists.

Illustration of memory arenas and thread caches interacting in a multi‑core system.

Deep Dive into jemalloc Arenas and Thread Caches: Architecture, Concurrency, and Memory Allocation Patterns

An in‑depth look at jemalloc’s arenas and thread caches, how they handle concurrency, and practical patterns for high‑performance services.

Illustration of a B‑tree node being duplicated for a snapshot.

Implementing Copy-on-Write B-Trees: A Deep Dive into High-Performance Database Snapshot Architecture

A practical walkthrough of implementing copy‑on‑write B‑trees for database snapshots, covering design patterns, performance trade‑offs, and real‑world deployment tips.

Diagram of layered security controls protecting a payment transaction.

Architecting Payments Security across Modern Enterprises: Strategic Frameworks, Protocols, and Production-Ready Implementation Patterns

A deep dive into payment security architecture, blending strategic frameworks with concrete implementation patterns that scale in modern cloud‑native enterprises.