Introduction: Google Cloud Functions provides a fully managed, event-driven serverless compute platform that scales automatically from zero to millions of invocations. This comprehensive guide explores Cloud Functions’ enterprise capabilities, from HTTP triggers and event-driven architectures to security controls, VPC connectivity, and cost optimization. After building serverless architectures across all major cloud providers, I’ve found Cloud […]
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Event-Driven Architecture: When and How to Implement
What is Event-Driven Architecture? Event-Driven Architecture Overview When to Use Event-Driven Architecture Event Types & Patterns Implementation: Real-World Example Scenario: E-Commerce Order Processing Producer: Publishing Events Consumer: Processing Events Critical Design Decisions Technology Choices Common Pitfalls & Solutions ⚠️ Top 7 EDA Mistakes 1. Event Coupling: Events that know too much about consumers → Keep […]
Read more →Infrastructure as Code: A Solutions Architect’s Guide to Terraform and Pulumi
After two decades of managing infrastructure across enterprises of every scale, I’ve witnessed the evolution from manual server provisioning to the declarative, version-controlled approach we now call Infrastructure as Code. The shift isn’t just about automation—it’s about treating infrastructure with the same rigor we apply to application code: version control, code review, testing, and continuous […]
Read more →Anthropic Claude SDK: Building AI Applications with Advanced Reasoning and 200K Context
Introduction: Anthropic’s Claude SDK provides developers with access to one of the most capable and safety-focused AI model families available. Claude models are known for their exceptional reasoning abilities, 200K token context windows, and strong performance on complex tasks. The SDK offers a clean, intuitive API for building applications with tool use, vision capabilities, and […]
Read more →Tips and Tricks – Implement Retry Logic for LLM API Calls
Handle rate limits and transient failures gracefully with exponential backoff.
Read more →The Complete Guide to RAG Architecture: From Fundamentals to Production
Master Retrieval-Augmented Generation (RAG) with this expert-level guide. Learn about RAG types (Naive, Advanced, Modular, Agentic), chunking strategies, embedding models, vector databases, hybrid retrieval, and production best practices with high-quality architecture diagrams.
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