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From the Field

Insights

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

ECS vs EKS: Choosing AWS Container Orchestration
Cloud

ECS vs EKS: Choosing AWS Container Orchestration

ECS is simpler and AWS-native. EKS gives you Kubernetes portability and ecosystem. Here's how to choose the right container orchestration on AWS.

8 min read
Terraform Cloud vs Spacelift vs Atlantis: Managing Terraform at Scale
DevOps

Terraform Cloud vs Spacelift vs Atlantis: Managing Terraform at Scale

Terraform Cloud is HashiCorp's platform. Spacelift adds policy and flexibility. Atlantis keeps it in your PRs. Here's how to choose your Terraform workflow.

9 min read
CQRS: When It's Worth the Complexity
Architecture

CQRS: When It's Worth the Complexity

CQRS separates reads from writes. It solves real problems at scale but adds significant complexity. Here's when the trade-off is actually worth it.

8 min read
Saga Pattern: Managing Distributed Transactions
Architecture

Saga Pattern: Managing Distributed Transactions

Distributed transactions across microservices are hard. The saga pattern breaks them into compensatable steps—here's how it works and when to use it.

9 min read
mTLS vs API Keys: Securing Service-to-Service Communication
Security

mTLS vs API Keys: Securing Service-to-Service Communication

API keys are simple but limited. mTLS provides strong mutual authentication. Here's how to choose the right approach for internal service communication.

8 min read
HAProxy vs Nginx: Load Balancer Comparison
Infrastructure

HAProxy vs Nginx: Load Balancer Comparison

HAProxy is purpose-built for load balancing. Nginx is a web server that also load balances. Here's when the dedicated tool matters.

7 min read
Does Your Business Actually Need AI?
AI

Does Your Business Actually Need AI?

A practical, hype-free framework for deciding whether AI belongs in your business right now—what makes a good first use case, and the readiness gaps that quietly sink most projects.

9 min read
SQLite vs PostgreSQL: When a Simple Database Is Enough
Databases

SQLite vs PostgreSQL: When a Simple Database Is Enough

SQLite is a file. PostgreSQL is a server. That difference drives everything—here's when SQLite is genuinely the right choice and when you need PostgreSQL.

7 min read
RAG vs Fine-Tuning vs Prompting
AI

RAG vs Fine-Tuning vs Prompting

The three main ways to adapt an LLM to your business—prompting, retrieval-augmented generation, and fine-tuning—compared on cost, freshness, accuracy, and when each one is actually the right call.

10 min read

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