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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

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
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

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