martinuke0's Blog

Diagram of Rust core communicating with multiple LLM provider APIs.

Implementing Lite-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration and Deployment

A step‑by‑step guide to designing a Rust core that exposes idiomatic bindings for Python, Node.js, and Go, enabling seamless multi‑provider LLM orchestration in production.

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Implementing Cgroups v2 Resource Isolation: Control Groups, Unified Hierarchy, and Production Management Strategies

A deep dive into cgroups v2, covering its unified hierarchy, key isolation knobs, and proven strategies for managing resources in large‑scale Linux production environments.

Illustration of a payment flow with a lock symbol representing idempotency.

Implementing Idempotency Keys in Payment APIs: Architecture, Safety Patterns, and Production-Ready Workflows

A step‑by‑step guide to building idempotency key support in payment services, covering architecture diagrams, safety patterns, and production deployment tips.

Deep Dive into RocksDB Compaction Strategies: Leveled versus Tiered Architectures for Production Workloads

A practical guide comparing RocksDB’s leveled and tiered compaction, with architecture diagrams, performance numbers, and tuning tips for engineers running high‑throughput workloads.

Diagram of microservices exchanging saga messages.

Implementing the Saga Pattern for Distributed Transactions: Architecture, Consistency, and Commerce Workflows

A deep dive into the Saga pattern, covering orchestration vs. choreography, compensation logic, and a real‑world e‑commerce order workflow.