Diagram of interconnected AI agents forming a development pipeline.

Architecting a Software Factory: Building Scalable Development Engines with Structured Agent Workflows

A deep dive into building a production‑ready software factory, outlining architecture, agent orchestration, and scaling strategies for modern engineering teams.

June 1, 2026 · 7 min · 1399 words · martinuke0
Diagram of a Luigi task graph with multiple workers processing data.

Architecting Scalable Data Pipeline Orchestration with Luigi: From Task Dependencies to Production Deployment

A step‑by‑step guide to building, scaling, and deploying Luigi pipelines in production, with concrete patterns, architecture diagrams, and real‑world tips.

May 25, 2026 · 8 min · 1541 words · martinuke0
Diagram of a Luigi pipeline with tasks and dependencies.

Architecting Scalable Data Pipeline Orchestration with Luigi: From Dependency Management to Production Deployment

A deep dive into building production‑grade Luigi pipelines, from dependency modeling to deployment, with concrete patterns and real‑world scaling tips.

May 24, 2026 · 7 min · 1347 words · martinuke0
Diagram of a Luigi task graph with workers and scheduler.

Architecting Scalable Data Pipeline Orchestration with Luigi: From Dependency Management to Production-Ready Workflows

A deep dive into building production‑grade Luigi pipelines, from task dependencies to horizontal scaling and observability.

May 23, 2026 · 7 min · 1308 words · martinuke0
Diagram of a Celery worker pool processing tasks from a broker.

Architecting Scalable Python Applications: Using Celery as a Distributed Task Queue for Production Pipelines

A deep dive into using Celery as a distributed task queue for scalable Python applications, with concrete architecture diagrams, code samples, and operational best practices.

May 19, 2026 · 9 min · 1737 words · martinuke0
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