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The Invisible Scaffolding: Why EVALS Are the Operating System for Agentic AI
Introduction: The Unfolding of Autonomy The last few years in the technology sector have felt like the first act of a grand play. It was...

Ajay Behuria
Aug 2115 min read
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The SRE's Final Frontier: Navigating the Agentic AI Revolution
The first principle of cybernetics, as articulated by the visionary Norbert Wiener, is the concept of a self-regulating system that uses...

Ajay Behuria
Aug 218 min read
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Architecting Agentic Systems: A Developer's Guide to AutoGen Design Patterns
I. The Architectural Shift from Monolithic Apps to Multi-Agent Systems The paradigm for building intelligent applications is undergoing a...

Ajay Behuria
Aug 209 min read
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Architecting a New Age of Agent-Augmented Software Engineering
In the realm of software development, the journey from an abstract idea to a tangible, working application has always been a chasm...

Ajay Behuria
Aug 1811 min read
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The Architect's Mandate: Shifting from a Task-Oriented to a Systems-Oriented Mindset for the Age of AI
Prologue: The App Boom's Enduring Legacy The past 15 years of technological innovation have been defined by a relentless focus on the...

Ajay Behuria
Aug 1811 min read
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The Modernization Engine: A Technical Deep Dive into GenAI for Legacy Systems
Introduction: Decompiling the Monolith At the core of many enterprises lies a significant challenge: legacy systems. These monolithic...

Ajay Behuria
Aug 1713 min read
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Beyond the Assembly Line: How Agentic AI, BPM, and RPA Forge the Autonomous Enterprise
Introduction: From Blueprints to Brains For decades, the pursuit of operational excellence has been the North Star for enterprise...

Ajay Behuria
Aug 1518 min read
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The Judgment Gap: Why AI Can't Replace the Soul of Software Design
Introduction: The Ghost in the Blueprint Imagine a new kind of software architect. Let's call it "Arch-E." It receives a single,...

Ajay Behuria
Aug 1420 min read
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An Architect's Guide to Choosing Your AI Workflow Automation Framework
The New Frontier: From Automation to Autonomy The conversation around Artificial Intelligence has fundamentally shifted. We are...

Ajay Behuria
Aug 1425 min read
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Beyond the Prompt: Why Memory is the Soul of Truly Intelligent AI
Introduction: The Frustration of the Amnesiac Assistant Picture this common scenario: a project manager, deep in the throes of a complex...

Ajay Behuria
Aug 1313 min read
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The Architect's Dilemma: AI Patterns for Production vs. Antipatterns of the POC Era
Introduction: Beyond the "Age of AI POCs" Across boardrooms worldwide, a familiar scene plays out. A team unveils a flawless AI...

Ajay Behuria
Aug 1214 min read
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Deploying LLMs in CloudNative using LangChain
The rise of intelligent assistants powered by Large Language Models (LLMs) is transforming industries. From revolutionizing customer...

Ajay Behuria
May 29, 20242 min read
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Analyzing and Mitigating Architectural Risks of Generative AI: A Call to Action
Generative AI models like ChatGPT are undeniably powerful, but their deployment into real-world applications comes with a significant set...

Ajay Behuria
Apr 3, 20242 min read
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Navigating the Intersection: Building E-commerce Websites in the Era of Generative AI, Web 3.0, and the Metaverse
Introduction The landscape of e-commerce is experiencing a seismic shift, driven by the accelerating influence of Generative AI, Web 3.0...

Ajay Behuria
Mar 11, 20242 min read
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Advancing Software Architectures: Designing for Adaptability in AI-Driven Systems
Introduction The dynamic landscape of software development is seeing a transformative shift with the integration of Artificial...

Ajay Behuria
Mar 11, 20243 min read
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Taming the Tech Tornado: Crafting Architecture Roadmaps in an Innovation Hurricane
In today’s dynamic landscape, where technological advancements sprint ahead, architecture roadmaps serve as our compass, guiding us...

Ajay Behuria
Feb 19, 20243 min read
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Disrupting Without a Map: Building Architecture for Uncharted Innovation
Imagine stepping into the unknown, armed with a compass but no map. This is the challenge of fostering disruptive innovation: venturing...

Ajay Behuria
Feb 15, 20242 min read
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Enterprise Architecture: Doomed from the Start, or Ready to Soar?
Let's face it, Enterprise Architecture (EA) efforts often get a bad rap. They're siloed, complex, and seen as more fluff than value. But...

Ajay Behuria
Feb 11, 20242 min read
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Navigating the Era of Generative AI: The Path to Software Architecture Mastery
In a world where technology evolves at breakneck speed, the role of a software architect stands as a beacon of innovation and...

Ajay Behuria
Feb 10, 20242 min read
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Cracking the Code: How Generative AI Supercharges Problem-Solving (and Why Logic Might Be Holding You Back)
For centuries, human ingenuity has thrived on the traditional problem-solving framework: analyze, plan, execute, and verify. But what if...

Ajay Behuria
Feb 8, 20242 min read
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