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AAAbstract Algorithmsabstractalgorithms.devMar 13 · 14 min read

Microservices Data Patterns: Saga, Transactional Outbox, CQRS, and Event Sourcing

TLDR: Microservices get risky when teams distribute writes without defining how business invariants survive network delays, retries, and partial failures. Patterns like transactional outbox, saga, CQR

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AAAbstract Algorithmsabstractalgorithms.devMar 13 · 15 min read

Saga Pattern: Coordinating Distributed Transactions with Compensation

TLDR: A Saga replaces fragile distributed 2PC with a sequence of local transactions, each backed by an explicit compensating transaction. Use orchestration when workflow control needs a single brain;

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SRShohanur Rahmanshohanur.hashnode.devJan 23 · 24 min read

Understanding the Saga Pattern in Spring Boot: A Complete Guide

Introduction In the world of microservices architecture, managing distributed transactions across multiple services is one of the most challenging problems developers face. Traditional ACID transactions that work seamlessly in monolithic applications...

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ALAbdulsalam Lukmonlearn-with-litmus.hashnode.devJan 14 · 6 min read

Optimizing Trading Engine Processes with Sagas and Restate.dev

Introduction What happens when a trade partially succeeds? Your order is placed, funds are reserved… but settlement fails. Do you roll back? Retry? Compensate? And how do you prove your system behaves correctly when the market, network, or exchange m...

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FRFelipe Rodriguesblog.felipefr.devDec 3, 2025 · 16 min read

Distributed Transactions and Two-Phase Commit

The promise of distributed systems - scalability, resilience, and independent deployability - often comes with a steep price: managing data consistency across multiple, autonomous services. As systems decompose from monoliths into microservices, the ...

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FRFelipe Rodriguesblog.felipefr.devSep 29, 2025 · 21 min read

Saga Pattern for Distributed Transactions

The journey towards scalable, resilient systems invariably leads us to microservices. We break down monolithic applications into smaller, independently deployable services, each managing its own data store. This architectural shift, while offering im...

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LLakshmiPerumalmalalakshmi.hashnode.devJul 7, 2025 · 10 min read

Transaction Management(2PC & 3PC commit) -- Microservices

What is a Transaction? A transaction is a series of actions that must all be executed successfully. If any one of the actions fails, the entire set of operations is rolled back, leaving the system in its previous stable state. A transaction has the f...

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TSTarun Sharmatapstechie.hashnode.devJun 7, 2025 · 3 min read

Understanding the SAGA Pattern

Introduction In distributed systems, maintaining data consistency across multiple services is challenging, especially in financial applications where transactions must be atomic and reliable. The SAGA pattern is a design pattern that helps manage dis...

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ADAnurag Dakaliaazure-elevate.hashnode.devFeb 7, 2025 · 4 min read

Handling Partial Failures in Distributed Payment Systems with the Saga Pattern

The Problem: Partial Failures in Payments Modern payment systems often involve multiple services: Reserve Funds (Bank API) Charge Customer (Payment Gateway) Update Inventory (Inventory Service) Send Confirmation (Email Service) Partial Failure ...

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SSHIVAJEEshivajeeblogs.hashnode.devFeb 4, 2025 · 1 min read

Does Every Startup Really Need Microservices? 🤔

Lately, I’ve been working on a project with features like e-commerce integration, video conferencing, and event-based scaling. The big question? Monolith or Microservices? The hype around microservices is real. Many advocate for it as the default arc...

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#saga-pattern

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Trending tags this week

Microservices Data Patterns: Saga, Transactional Outbox, CQRS, and Event Sourcing

Saga Pattern: Coordinating Distributed Transactions with Compensation

Understanding the Saga Pattern in Spring Boot: A Complete Guide

Optimizing Trading Engine Processes with Sagas and Restate.dev

Distributed Transactions and Two-Phase Commit

Saga Pattern for Distributed Transactions

Transaction Management(2PC & 3PC commit) -- Microservices

Understanding the SAGA Pattern

Handling Partial Failures in Distributed Payment Systems with the Saga Pattern

Does Every Startup Really Need Microservices? 🤔