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From the Field

Insights

Practical perspectives on enterprise software development, infrastructure automation, and cloud engineering from our project experience.

Infrastructure

AWS SQS vs Kafka: When to Use Each

SQS is a queue, Kafka is a log—they solve different problems. Here's when to use each, with real cost and complexity trade-offs.

10 min read
Security

OAuth 2.0 vs SAML: Choosing the Right Protocol

Understanding when to use OAuth 2.0, when SAML makes sense, and why you might need both. A practical guide for architects making authentication decisions.

9 min read
DevOps

Which CI/CD Tool Should You Actually Use?

A practical comparison of GitHub Actions, GitLab CI, Jenkins, and CircleCI based on real project experience. No marketing fluff—just what works for different situations.

9 min read
Infrastructure

Redis vs Memcached: A Practical Comparison

When to use Redis, when Memcached makes sense, and how to choose the right caching solution for your application. A practical guide beyond the marketing.

8 min read
Architecture

API Versioning: Strategies That Actually Work

How to version your APIs without breaking existing clients. URL paths, headers, query parameters—and why the best versioning strategy might be avoiding versions entirely.

8 min read
Engineering

REST vs GraphQL: A Practical Comparison

When to use REST, when GraphQL makes sense, and why the debate often misses the point. A practical guide to choosing your API architecture.

9 min read
Engineering

MongoDB vs PostgreSQL: Choosing the Right Database

A practical comparison of MongoDB and PostgreSQL. When document databases make sense, when relational is better, and how to avoid choosing based on trends rather than requirements.

9 min read
DevOps

GitHub Actions vs GitLab CI: Which CI/CD Platform Fits Your Team

A practical comparison of GitHub Actions and GitLab CI/CD. Pricing, features, ecosystems, and how to choose the right platform for your development workflow.

8 min read
Engineering

Database Migrations Without Downtime

How to make schema changes to production databases without taking your application offline. Patterns, gotchas, and hard-won lessons from real migrations.

10 min read

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