MirahLabs Engineering Blog

Technical insights, tutorials, and architectures written by our design and backend engineers.

Active Filters: Tag: microservices Clear All
Software Architecture June 02, 2026

Microservices vs Monolith: Choosing the Right Architecture for Your Stage

The microservices vs. monolith debate isn't one-size-fits-all. This guide helps engineering teams choose the right architecture based on team size, scale, and product maturity.

⏱️ 20 min read Read Article →
Software Architecture April 02, 2026

Event-Driven Architecture with Apache Kafka: Patterns and Pitfalls

Kafka enables high-throughput event streaming for decoupled microservices. Learn producer/consumer patterns, consumer groups, schema evolution, and how to avoid the most common EDA mistakes.

⏱️ 22 min read Read Article →
Software Architecture March 31, 2026

Saga Orchestration vs. Choreography in Distributed Transactions

Distributed microservices cannot rely on database locks. Learn how Saga patterns coordinate multi-step transactions using Orchestration or Choreography workflows.

⏱️ 21 min read Read Article →
Software Architecture March 19, 2026

The Outbox Pattern: Guaranteeing Eventual Consistency in Distributed Systems

Updating a database and publishing an event to a message broker in a single action often leads to race conditions. Use the Outbox Pattern to guarantee dual-write consistency.

⏱️ 21 min read Read Article →

Search Blog

Categories

Tags

Generative AI Flask PostgreSQL DevOps Ayurveda HIPAA SaaS Tailwind Docker NLP Infrastructure DDD Database Engineering Culture Serverless API Design Search Automation Terraform Monitoring Deep Learning Security Machine Learning Reliability Observability Redis Developer Experience System Design Microservices Kubernetes Scalability Python Startups Backend Computer Vision Best Practices FastAPI Product Engineering Performance MLOps GitOps Kafka CI/CD Architecture AWS Platform Engineering LLM Leadership Cost Optimization Authentication gRPC Data Engineering GraphQL Data Science Pivot Enterprise Optimization Metaprogramming OOP CLI Networking Tooling Recommendation OpenAPI Disaster Recovery Developer Tools GNN Caching Product Management REST Technical Debt DevRel Pytest High Availability SQL Remote Work Web Scraping Generators Cloud Testing S3 PLG Strategy Multi-Cloud Concurrency OWASP IAM Vector Search C++ Finance Engineering Management Marketing