I write about engineering, leadership, and lessons learned building products at scale.
Comprehensive guide to building production AI applications using Claude 4.5 Opus, covering tool use, streaming, caching, and advanced prompting techniques.
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Cloud & DevOps Learn how to build a production-ready email sending system using AWS Simple Email Service with bounce handling, deliverability optimization, and monitoring.
Cloud & DevOps Deep dive into AWS SQS for building resilient, scalable message queue systems with dead letter queues, FIFO ordering, and batch processing.
AI/ML Learn how to effectively integrate OpenAI GPT-4 into your applications with function calling, embeddings, fine-tuning considerations, and production patterns.
Cloud & DevOps Explore advanced AWS Lambda patterns including cold start optimization, connection pooling, middleware patterns, and event-driven architectures.