From AI Pilots to Production Reality: Architecture Lessons from 2025 and What 2026 Demands

A Beginning-of-Year Reflection for Enterprise Architects and Technical Leaders As we step into 2026, it’s worth pausing to reflect on the seismic shifts that defined enterprise architecture in 2025—and the hard lessons learned when AI hype met production reality. What began as breathless excitement around generative AI and LLMs has matured into a more nuanced […]

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The Serverless Revolution: Why AWS Lambda Changed Everything I Thought I Knew About Building Scalable Systems

🎓 AUTHORITY NOTE Drawing from 20+ years of enterprise architecture experience and having migrated dozens of production systems to serverless, representing millions of Lambda invocations monthly. This is battle-tested, production-proven knowledge. Executive Summary There’s a moment in every architect’s career when a technology fundamentally rewrites your mental model of how systems should work. For me, […]

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Event-Driven Architecture on GCP: Mastering Cloud Pub/Sub for Real-Time Systems

Google Cloud Pub/Sub provides the foundation for event-driven architectures at any scale, offering globally distributed messaging with exactly-once delivery semantics and sub-second latency. This comprehensive guide explores Pub/Sub’s enterprise capabilities. Cloud Pub/Sub Architecture Overview Pub/Sub Architecture: Topics, Subscriptions, and Delivery Guarantees Pub/Sub implements a publish-subscribe pattern where publishers send messages to topics and subscribers receive […]

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The Architecture Decision That Will Make or Break Your System: Monolith vs Microservices in 2025

The debate between monolithic and microservices architectures has evolved significantly over the past decade. What was once a straightforward “microservices are better” narrative has matured into a nuanced understanding that the right architecture depends entirely on context. After leading architecture decisions across dozens of enterprise systems, I’ve learned that the most expensive mistakes come not […]

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The Serverless Revolution: Why AWS Lambda Changed How We Think About Infrastructure

When AWS Lambda launched in 2014, it fundamentally changed how we think about infrastructure. No servers to provision, no capacity to plan, no patches to apply—just code that runs when events occur, billed by the millisecond. AWS Lambda Event-Driven Architecture The Mental Model Shift Traditional infrastructure starts with capacity planning: How many servers? What instance […]

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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 […]

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