
Author
Mariana Costa
Principal Backend Architect
Mariana is a seasoned Software Architect with a deep background in distributed systems and cloud-native infrastructure, having spent the last 14 years designing resilient APIs for fintech and enterprise sectors. Her editorial focus centers on backend scalability patterns, database normalization, and containerization strategies. She is an advocate for robust architectural practices that ensure long-term maintainability and data integrity in complex server environments.
Specialties
- Microservices and Event-Driven Architecture
- Kubernetes and Docker Orchestration
- PostgreSQL and NoSQL Data Modeling
- GraphQL and REST API Design
Editorial method
I stress-test proposed architectural patterns against simulated load scenarios to validate claims regarding throughput and fault tolerance.
Review areas
- System design diagrams
- Database schema efficiency
- Infrastructure-as-Code (IaC) syntax
Editorial policy
Backend content must rigorously follow the principle of least privilege and include clear disaster recovery or rollback strategies.
Stories by Mariana Costa

Discover how precise code splitting and vendor chunk optimization reduced a legacy Angular monolith's Time-to-Interactive by 85%, unblocking the main thread without a full rewrite.
By Mariana Costa · 6 min read

A definitive architectural breakdown of when to trust the browser's native lazy loading versus deploying a custom Intersection Observer implementation to maintain high frame rates.
By Mariana Costa · 7 min read

Slash your payload in half by mastering the `<picture>` element and AVIF fallback chains to ensure fast mobile loads without breaking legacy browser support.
By Mariana Costa · 8 min read

You set width and height on every image, yet your Core Web Vitals report still flags Cumulative Layout Shift as poor. This investigation exposes font swapping, aggressive ad injection, and dynamic widget rendering as the silent killers of your layout stability.
By Mariana Costa · 8 min read

Switching to Brotli offers diminishing returns if your JavaScript bundle is full of dead code and unnecessary whitespace.
By Mariana Costa · 6 min read

Stop guessing if your API needs CQRS; here is exactly when complex read queries justify the architectural overhead and how to implement it safely.
By Mariana Costa · 7 min read

We stopped trying to boil the ocean with microservices and instead focused on internal boundaries, slashing our release cycle from 120 minutes to 10.
By Mariana Costa · 6 min read

Teams can keep clients working indefinitely by moving the version identifier out of the URL and into the HTTP headers, ensuring cleaner architecture and simpler rollback strategies.
By Mariana Costa · 6 min read

A practical guide to configuring AMQP topologies, dead-letter exchanges, and channel management for resilient event-driven systems.
By Mariana Costa · 6 min read

Forget vague scaling theories; here are the exact CPU saturation points, latency thresholds, and data-to-RAM ratios that trigger the need to shard PostgreSQL.
By Mariana Costa · 6 min read