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Category: Software Architecture

4 posts found

Nov 17, 2025
System DesignSoftware Architecture

Idempotency by Design: Building 'Exactly-Once' Effects on 'At-Least-Once' Rails

A practical blueprint for building idempotent systems that prevent duplicate payments, orders, and writes in distributed systems.

By Yusuf Elborey
Nov 17, 2025
System DesignSoftware Architecture

Zero-Downtime Schema Migrations: Expand-Contract with Dual-Write Cutovers

Most outages in mature systems are caused by migrations. You can avoid them with safe steps and the right guardrails. A practical guide to the expand-contract pattern for zero-downtime schema changes.

By Ali Elborey
Nov 4, 2025
Software Architecture

Contextual Orchestration: Designing Intent-Aware Service Architectures Beyond Meshes

Service meshes solved network-level observability. Contextual orchestration goes further—routing and coordination decisions based on business context, user intent, and semantic metadata rather than just network metrics.

By Appropri8 Team
Nov 4, 2025
Software Architecture

Temporal Architecture Patterns: Designing for Time Consistency in Distributed Systems

How to design systems that handle event time correctly across replays, retries, and lagging consumers. Practical patterns using Temporal.io, Kafka Streams, and time-aware orchestration.

By Appropri8 Team

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