A Chief Architect’s View: Building Simple Data Visualization Tools for Microservices Using Streamlit and Django

Context Modern microservice architectures bring autonomy and scalability — each service owns its data, its APIs, and its release lifecycle.However, this independence introduces a practical challenge during development and integration: Developers and testers often need

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Chief Architect Learnings – Architecture Principle Standardization and InterOperability – Traditional vs Modern

This post is continuation to initial post Chief Architect Learnings – Enterprise Architecture Principles – Traditional and Modern This post discuss on Standardization and InterOperability principle mentioned in the above blog post. Standardization and Interoperability is

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Architect Thinking – Automated Observability in the FOREX Backoffice Cloud Migration Framework

Introduction In my Practitioner’s Playbook of 30 Frameworks, I highlighted the FOREX Backoffice Cloud Migration Framework, where trading, settlement, and reconciliation apps were modernized with cloud-native patterns like low-latency message buses, in-memory caching, and regional

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Architect Thinking – The Practitioner’s Playbook: 30 Architecture Frameworks with Principles and Patterns That Shaped My Architecture Practice

Introduction Frameworks are not just diagrams on slides. In real projects, they are practical guides that shape how systems are designed, integrated, and scaled under real-world constraints. Over the years, I’ve worked across domains like

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Architecture Thinking – Architecting in the Real World: 30 Frameworks I’ve Applied Across Industries

A practitioner’s catalog of cloud, integration, data, AI, DevOps, and business alignment frameworks, built from experience in FOREX, healthcare, banking, lending, manufacturing, and customer onboarding. Introduction Enterprise Architecture is often explained with reference models and

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Architect Thinking – From Event-Driven Systems Choreography to Business Process Workflow Orchestration: Solving Scale and Complexity

For technical leaders exploring event-driven systems versus workflow engines, this post builds on our earlier discussion of bespoke process databases and highlights why choreography struggles in high-volume, cross-domain environments. This post is part-2 of my

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Why Event-Driven Architecture Creates Bespoke Process Databases – and How Workflow Engines like Temporal Solve It

This blog post is designed as “Initial brainstorming points” for technical leaders weighing the trade-offs between event-driven systems and workflow engines. Introduction Event-Driven Architecture (EDA) is widely used to build loosely coupled microservices. Services publish

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