martinuke0's Blog

Diagram of interconnected autonomous agents exchanging messages

Architecting Multi-Agent Workflows with the Swarm Protocol: Orchestration Patterns and Production Implementation

A deep‑dive into Swarm‑based multi‑agent orchestration, covering patterns, architecture, and real‑world implementation tips for engineers.

Diagram of an immutable ledger architecture with blocks and hashes.

Architecting Immutable Ledger Design for Financial Systems: Consistency, Integrity, and Real-World Implementation Patterns

A deep dive into immutable ledger design for financial systems, focusing on consistency, integrity, and real-world implementation patterns.

Diagram of Linux cgroups hierarchy visualizing CPU and memory limits.

Mastering cgroups v2 Resource Isolation: Implementation Strategies for Production Workload Management

A deep dive into cgroups v2 architecture, production‑grade patterns, and practical tooling to keep workloads predictable and safe.

Illustration of Rust code weaving together multiple LLM provider icons.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration and Production Pipelines

A deep dive into the design, Rust implementation, and deployment patterns that enable multi‑provider LLM integration at enterprise scale.

A diagram of interconnected Airflow DAG nodes on a cloud background.

Mastering Apache Airflow DAGs: A Comprehensive Guide from Foundation to Production-Ready Pipelines

This guide walks engineers through building reliable Airflow DAGs, covering architecture, testing, CI/CD, and monitoring to ship production pipelines confidently.