Architecture

Diagram of distributed services with tracing spans flowing across them.

Mastering OpenTelemetry Context Propagation: Implementation Across Distributed Services and Production-Ready Microservices Architecture

Explore how to reliably propagate tracing context with OpenTelemetry across Go, Java, and Python services, and learn production‑ready patterns for observability in a microservices mesh.

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.

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.

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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.