Insights

Thinking about software, cloud, and AI

Practical perspectives on building modern software systems, drawn from real-world consulting experience.

February 15, 20262 min readAWSArchitectureCloud

Designing Scalable AWS Architectures: Lessons from Production

Key principles and patterns I've learned from building and scaling production systems on AWS, from ECS clusters to serverless architectures.

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January 28, 20262 min readAILLMArchitecture

Integrating LLMs into Production Systems: A Practical Guide

Practical strategies for integrating Large Language Models into enterprise applications, covering architecture patterns, error handling, and cost optimization.

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January 10, 20262 min readArchitectureMicroservicesBackend

Event-Driven Architecture Patterns for Modern Applications

A deep dive into event-driven architecture patterns including event sourcing, CQRS, and choreography vs orchestration.

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