martinuke0's Blog

Diagram of a Luigi pipeline with tasks and dependencies.

Architecting Scalable Data Pipelines with Luigi: Dependency Management, Orchestration, and Production-Ready Patterns

A deep dive into building robust, scalable Luigi pipelines, covering dependency graphs, orchestration tactics, and production best practices.

Diagram of Linux cgroups hierarchy with resource limits.

Mastering Cgroups v2 Resource Isolation: Implementation, Architecture, and Performance for Production Systems

A deep dive into cgroups v2 resource isolation, covering architecture, real‑world configuration, and performance tuning for production systems.

A low‑level view of packet flow visualized with eBPF maps.

Implementing eBPF for Production Observability: A Deep Dive into High-Performance Tracing and Monitoring

A practical guide that walks engineers through eBPF fundamentals, production‑grade tracing patterns, and safe deployment strategies for observability pipelines.

Diagram of a commerce saga workflow across microservices.

Implementing the Saga Pattern for Distributed Transactions in Commerce: Architecture and Failure Recovery Patterns

A step‑by‑step guide to building a resilient commerce saga, from service layout to compensating actions and observability.

Illustration of Celery workers processing jobs across multiple servers.

Architecting Distributed Task Queues with Celery: A Deep Dive into Powering Python Applications

A practical guide for engineers building robust Python task pipelines with Celery, showing architecture diagrams, deployment tips, and troubleshooting strategies.