spring-boot-saga-pattern▌
giuseppe-trisciuoglio/developer-kit · updated Apr 8, 2026
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Distributed transaction management across microservices using choreography or orchestration patterns.
- ›Supports two saga approaches: choreography-based (event-driven, decoupled) and orchestration-based (centralized coordinator with easier tracking)
- ›Requires compensating transactions for every forward operation to ensure rollback capability and eventual consistency
- ›Integrates with Spring Boot 3.x, Kafka, RabbitMQ, and frameworks like Axon Framework, Eventuate Tram, and Camunda
- ›Empha
Spring Boot Saga Pattern
Overview
Implements distributed transactions across microservices using the Saga Pattern. Replaces two-phase commit with a sequence of local transactions and compensating actions. Supports choreography (event-driven) and orchestration (centralized coordinator) approaches with Kafka, RabbitMQ, or Axon Framework.
When to Use
- Building distributed transactions across multiple microservices
- Replacing two-phase commit (2PC) with a more scalable solution
- Handling transaction rollback when a service fails
- Ensuring eventual consistency in microservices architecture
- Implementing compensating transactions for failed operations
- Coordinating complex business processes spanning multiple services
Trigger phrases: distributed transactions, saga pattern, compensating transactions, microservices transaction, eventual consistency, rollback across services, orchestration pattern, choreography pattern
Instructions
1. Design Transaction Flow
Map the sequence of operations and their compensating transactions:
Order → Payment → Inventory → Shipment
↓ ↓ ↓ ↓
Cancel Refund Release Cancel
Validation: Verify every forward step has a corresponding compensation.
2. Choose Implementation Approach
| Approach | Use Case | Stack |
|---|---|---|
| Choreography | Greenfield, few participants | Spring Cloud Stream + Kafka/RabbitMQ |
| Orchestration | Complex workflows, brownfield | Axon Framework, Eventuate Tram, Camunda |
Validation: Review team expertise and system complexity before choosing.
3. Implement Services with Local Transactions
Each service completes its local ACID transaction atomically:
@Service
@RequiredArgsConstructor
public class OrderService {
private final OrderRepository orderRepository;
private final KafkaTemplate<String, Object> kafka;
@Transactional
public Order createOrder(CreateOrderCommand cmd) {
Order order = orderRepository.save(new Order(cmd.orderId(), cmd.items()));
kafka.send("order.created", new OrderCreatedEvent(order.getId(), order.getItems()));
return order;
}
}
Validation: Test that local transaction commits before event is published.
4. Implement Compensating Transactions
Every forward operation requires an idempotent compensation:
@Service
@RequiredArgsConstructor
public class PaymentService {
private final PaymentRepository paymentRepository;
private final KafkaTemplate<String, Object> kafka;
public void processPayment(PaymentRequest request) {
Payment payment = paymentRepository.save(new Payment(request.orderId(), request.amount()));
kafka.send("payment.processed", new PaymentProcessedEvent(payment.getId(), request.orderId()));
}
@Transactional
public void refundPayment(String paymentId) {
paymentRepository.findById(paymentId)
.ifPresent(p -> {
p.setStatus(REFUNDED);
paymentRepository.save(p);
kafka.send("payment.refunded", new PaymentRefundedEvent(paymentId));
});
}
}
Validation: Confirm compensation can execute safely multiple times (idempotency).
5. Set Up Message Broker
Configure Kafka with idempotent consumers:
@Configuration
@EnableKafka
public class KafkaConfig {
@Bean
public ConcurrentKafkaListenerContainerFactory<String, Object> kafkaListenerContainerFactory(
ConsumerFactory<String, Object> consumerFactory) {
ConcurrentKafkaListenerContainerFactory<String, Object> factory =
new ConcurrentKafkaListenerContainerFactory<>();
factory.setConsumerFactory(consumerFactory);
factory.setCommonErrorHandler(new DefaultErrorHandler());
return factory;
}
}
Validation: Enable transactional ID and verify exactly-once semantics.
6. Implement Saga Orchestrator (Orchestration Only)
@Service
@RequiredArgsConstructor
public class OrderSagaOrchestrator {
private final KafkaTemplate<String, Object> kafka;
private final SagaStateRepository sagaStateRepo;
public void startSaga(OrderRequest request) {
String sagaId = UUID.randomUUID().toString();
sagaStateRepo.save(new SagaState(sagaId, STARTED, LocalDateTime.now()));
kafka.send("saga.order.start", new StartOrderSagaCommand(sagaId, request));
}
@KafkaListener(topics = "payment.failed")
public void handlePaymentFailed(PaymentFailedEvent event) {
kafka.send("order.compensate", new CompensateOrderCommand(event.getSagaId()));
kafka.send("inventory.compensate", new ReleaseInventoryCommand(event.getSagaId()));
sagaStateRepo.updateStatus(event.getSagaId(), FAILED);
}
}
Validation: Verify saga state persists before sending commands. Check compensation triggers on each failure path.
7. Implement Event Handlers (Choreography Only)
@Service
public class OrderEventHandler {
private final OrderService orderService;
private final KafkaTemplate<String, Object> kafka;
@KafkaListener(topics = "payment.processed", groupId = "order-service")
public void onPaymentProcessed(PaymentProcessedEvent event) {
try {
How to use spring-boot-saga-pattern on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add spring-boot-saga-pattern
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches spring-boot-saga-pattern from GitHub repository giuseppe-trisciuoglio/developer-kit and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate spring-boot-saga-pattern. Access the skill through slash commands (e.g., /spring-boot-saga-pattern) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
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Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.5★★★★★63 reviews- ★★★★★Dev Lopez· Dec 28, 2024
spring-boot-saga-pattern reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Lucas Perez· Dec 24, 2024
spring-boot-saga-pattern has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Benjamin Kapoor· Dec 16, 2024
spring-boot-saga-pattern fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Noah Huang· Dec 12, 2024
spring-boot-saga-pattern has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Diya White· Nov 19, 2024
Registry listing for spring-boot-saga-pattern matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Yusuf White· Nov 15, 2024
Solid pick for teams standardizing on skills: spring-boot-saga-pattern is focused, and the summary matches what you get after install.
- ★★★★★Ava Abbas· Nov 7, 2024
I recommend spring-boot-saga-pattern for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Ama Rahman· Nov 3, 2024
Solid pick for teams standardizing on skills: spring-boot-saga-pattern is focused, and the summary matches what you get after install.
- ★★★★★Evelyn Singh· Oct 26, 2024
Solid pick for teams standardizing on skills: spring-boot-saga-pattern is focused, and the summary matches what you get after install.
- ★★★★★Diya Perez· Oct 10, 2024
Useful defaults in spring-boot-saga-pattern — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
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