martinuke0's Blog

Redash dashboard on a large monitor in a modern office.

Mastering Redash for Enterprise Analytics: Architecture, SQL Dashboards, and Production-Ready Data Visualization

A practical guide to deploying Redash at scale, crafting robust SQL dashboards, and maintaining reliable visual analytics pipelines in the enterprise.

Diagram of a Linux cgroup v2 hierarchy with resource controllers.

Mastering cgroups v2 Resource Isolation: A Deep Dive into Unified Hierarchy and Control Mechanics

A practical guide to cgroups v2’s unified hierarchy, showing how to configure CPU, memory, and I/O limits with systemd and raw cgroup files.

Illustration of a Celery worker processing tasks in a distributed system.

Scaling Python Applications: Using Celery as a Distributed Task Queue for Production-Ready Workflows

A deep dive into using Celery for scaling Python services, with concrete architecture diagrams, deployment steps, and production monitoring tips.

Diagram of distributed agents reaching consensus over a message bus.

Architecting Asynchronous Consensus Protocols for Multi-Agent Decision Engines

A deep dive into asynchronous consensus architectures, implementation details, and fault‑tolerant patterns for real‑world multi‑agent decision engines.

Illustration of a service mesh with circuit breaker symbols.

Implementing Circuit Breakers in Service Meshes: Architecture, Traffic Management, and Resiliency Patterns

A practical guide to adding circuit breakers in service meshes, with architecture diagrams, traffic‑management rules, and real‑world resiliency patterns.