Writing
Notes on platforms and production software.
Delivery, architecture, and things learned shipping.
When Not to Use an LLM: The Case for Deterministic Logic and Rules Engines
Large Language Models (LLMs) offer powerful capabilities, but they are not a universal solution. This article explores scenarios where deterministic logic and rules engines provide more reliable, cost-effective, and auditable solutions for product platforms, highlighting the curr
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Terraform vs AWS CDK: Choosing IaC for Small Product Teams
For small teams shipping production AWS infrastructure, Infrastructure as Code (IaC) is essential. This article compares Terraform and AWS CDK, examining their strengths and weaknesses for teams focused on rapid, reliable deployments.
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AWS Cognito: Architectural Boundaries for Product Platforms
While AWS Cognito offers user authentication, complex product platforms often encounter its architectural boundaries. We examine specific scenarios where its capabilities require augmentation or alternative approaches, focusing on robust, scalable solutions.
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Enhancing Next.js 16 API Security with AWS WAF and CloudFront
Securing API endpoints in Next.js 16 applications is critical for product platforms. This post details how to integrate AWS WAF with CloudFront to protect Next.js API Routes and Server Actions from common web exploits and bot traffic.
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Practical AI Integration in Next.js 16: Server Actions and Production Readiness
Integrating AI capabilities into modern web applications requires careful consideration of security, performance, and scalability. This deep dive explores how Next.js 16 Server Actions provide a robust, production-ready framework for securely connecting your frontend to powerful
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