Amit Mondal
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AI

A collection of 6 Posts

Strategic Intelligence - How Game Theory Shapes Large Language Model Behavior
LLM AI

Strategic Intelligence - How Game Theory Shapes Large Language Model Behavior

Explore the fascinating intersection of game theory and large language models. Understand how strategic decision-making frameworks influence AI behavior, training methodologies, and human-AI interactions.

23 Sep, 2025
6 min read
The Edge AI Revolution - NPUs vs GPUs in the Battle for On-Device Intelligence
AI IoT

The Edge AI Revolution - NPUs vs GPUs in the Battle for On-Device Intelligence

Explore the fundamental differences between Neural Processing Units (NPUs) and Graphics Processing Units (GPUs) for edge AI applications. Understand which processor architecture best serves different edge computing scenarios and use cases.

18 Sep, 2025
3 min read
The Hidden Graph Networks - How Graph Theory Powers Modern Language Models
LLM AI

The Hidden Graph Networks - How Graph Theory Powers Modern Language Models

Discover how graph theory underpins the architecture and capabilities of large language models. From attention mechanisms to knowledge graphs, explore the mathematical foundations driving AI's language understanding.

14 Aug, 2025
2 min read
The AI Agent Revolution - Understanding the Difference Between AI Agents and Agentic AI
AI LLM

The AI Agent Revolution - Understanding the Difference Between AI Agents and Agentic AI

Dive into the subtle but crucial differences between AI Agents and Agentic AI. Learn how these paradigms are reshaping autonomous systems and what it means for the future of artificial intelligence.

15 Jul, 2025
4 min read
Test-Driven Development (TDD) in the Age of AI Code Assistants - Still Relevant, or Evolving?
Programming AI

Test-Driven Development (TDD) in the Age of AI Code Assistants - Still Relevant, or Evolving?

Is Test-Driven Development a relic of the past now that AI can generate test cases? We examine TDD's enduring relevance in the AI era and explore its evolving partnership with intelligent coding tools.

10 Apr, 2025
5 min read
Understanding FrugalGPT - The Art of Cost-Effective Language Models
LLM AI

Understanding FrugalGPT - The Art of Cost-Effective Language Models

FrugalGPT - Smart AI, smaller bills. It's a cost-effective way to use language models by picking the cheapest one for the job.

03 Apr, 2025
4 min read

CarbonAware

A collection of 1 Post

Carbon-Aware Computing - Leveraging the GSF's Guidance for Greener Deployments
Sustainability GreenSoftware CarbonAware

Carbon-Aware Computing - Leveraging the GSF's Guidance for Greener Deployments

Discover how Carbon-Aware Computing, guided by the Green Software Foundation, can help you build more sustainable software and reduce your application's carbon footprint.

12 Apr, 2025
4 min read

GreenSoftware

A collection of 1 Post

Carbon-Aware Computing - Leveraging the GSF's Guidance for Greener Deployments
Sustainability GreenSoftware CarbonAware

Carbon-Aware Computing - Leveraging the GSF's Guidance for Greener Deployments

Discover how Carbon-Aware Computing, guided by the Green Software Foundation, can help you build more sustainable software and reduce your application's carbon footprint.

12 Apr, 2025
4 min read

IoT

A collection of 9 Posts

The Edge AI Revolution - NPUs vs GPUs in the Battle for On-Device Intelligence
AI IoT

The Edge AI Revolution - NPUs vs GPUs in the Battle for On-Device Intelligence

Explore the fundamental differences between Neural Processing Units (NPUs) and Graphics Processing Units (GPUs) for edge AI applications. Understand which processor architecture best serves different edge computing scenarios and use cases.

18 Sep, 2025
3 min read
ZigBee's Strategic Evolution - Navigating the Matter-Dominated Smart Home Ecosystem
IoT

ZigBee's Strategic Evolution - Navigating the Matter-Dominated Smart Home Ecosystem

Explore how ZigBee is adapting and finding its niche in the Matter-dominated IoT landscape. Understand the coexistence strategies, migration paths, and unique value propositions that keep ZigBee relevant in modern smart homes.

10 Sep, 2025
2 min read
Understanding Matter Over Thread - The Backbone of Modern IoT
IoT

Understanding Matter Over Thread - The Backbone of Modern IoT

The Internet of Things (IoT) has promised a future where every device, from lightbulbs to refrigerators, communicates seamlessly. However, the reality has of...

11 Jun, 2025
5 min read
WiFi That Sees - Unpacking the Technical Magic of WiFi Sensing
IoT

WiFi That Sees - Unpacking the Technical Magic of WiFi Sensing

Introduction: Beyond Connectivity For decades, Wi-Fi has been synonymous with internet access, connecting our devices to a world of information. But what if...

10 Jun, 2025
4 min read
WebPA (Xmidt) RDK - The Secure Bridge for Cloud-Device Communication
IoT

WebPA (Xmidt) RDK - The Secure Bridge for Cloud-Device Communication

In the evolving landscape of connected devices, especially within the RDK (Reference Design Kit) ecosystem, efficient and secure communication between device...

08 Jun, 2025
2 min read
The Smart Home Reimagined - What Happens When LLMs Enter the Equation?
LLM IoT

The Smart Home Reimagined - What Happens When LLMs Enter the Equation?

The concept of the smart home has evolved dramatically over the past decade, moving from simple automation to interconnected ecosystems. Yet, despite advance...

07 Jun, 2025
2 min read
SLM vs. LLM for Edge AI - Why Smaller Models are Dominating On-Device Intelligence
LLM IoT

SLM vs. LLM for Edge AI - Why Smaller Models are Dominating On-Device Intelligence

This post highlights why Small Language Models (SLMs) are better for "Edge AI" (on-device AI) than Large Language Models (LLMs) and how they are key to on-device intelligence.

04 Jun, 2025
5 min read
Choosing Your Embedded Linux - RDK for Scale, OpenWrt for Freedom?
IoT SmartHome

Choosing Your Embedded Linux - RDK for Scale, OpenWrt for Freedom?

RDK for scale, OpenWrt for freedom? This post breaks down the core differences, use cases, pros, and cons of these two leading embedded Linux options to guide your choice.

25 Mar, 2025
8 min read
RTSP vs. WebRTC - Which Reigns Supreme for Your Streaming Needs?
IoT SmartHome

RTSP vs. WebRTC - Which Reigns Supreme for Your Streaming Needs?

Dive into the key differences between RTSP and WebRTC. Understand their technologies, benefits, and ideal use cases to choose the best streaming protocol for your needs—from IP camera feeds to interactive web-based video.

20 Mar, 2025
9 min read

LLM

A collection of 7 Posts

Strategic Intelligence - How Game Theory Shapes Large Language Model Behavior
LLM AI

Strategic Intelligence - How Game Theory Shapes Large Language Model Behavior

Explore the fascinating intersection of game theory and large language models. Understand how strategic decision-making frameworks influence AI behavior, training methodologies, and human-AI interactions.

23 Sep, 2025
6 min read
The Hidden Graph Networks - How Graph Theory Powers Modern Language Models
LLM AI

The Hidden Graph Networks - How Graph Theory Powers Modern Language Models

Discover how graph theory underpins the architecture and capabilities of large language models. From attention mechanisms to knowledge graphs, explore the mathematical foundations driving AI's language understanding.

14 Aug, 2025
2 min read
The AI Agent Revolution - Understanding the Difference Between AI Agents and Agentic AI
AI LLM

The AI Agent Revolution - Understanding the Difference Between AI Agents and Agentic AI

Dive into the subtle but crucial differences between AI Agents and Agentic AI. Learn how these paradigms are reshaping autonomous systems and what it means for the future of artificial intelligence.

15 Jul, 2025
4 min read
AI-Powered Legacy Code Modernization - From Relic to Revolution
LLM

AI-Powered Legacy Code Modernization - From Relic to Revolution

Trapped within the digital vaults of countless organizations lies a hidden anchor: legacy code. These monolithic systems, often written in languages of a byg...

12 Jun, 2025
5 min read
The Smart Home Reimagined - What Happens When LLMs Enter the Equation?
LLM IoT

The Smart Home Reimagined - What Happens When LLMs Enter the Equation?

The concept of the smart home has evolved dramatically over the past decade, moving from simple automation to interconnected ecosystems. Yet, despite advance...

07 Jun, 2025
2 min read
SLM vs. LLM for Edge AI - Why Smaller Models are Dominating On-Device Intelligence
LLM IoT

SLM vs. LLM for Edge AI - Why Smaller Models are Dominating On-Device Intelligence

This post highlights why Small Language Models (SLMs) are better for "Edge AI" (on-device AI) than Large Language Models (LLMs) and how they are key to on-device intelligence.

04 Jun, 2025
5 min read
Understanding FrugalGPT - The Art of Cost-Effective Language Models
LLM AI

Understanding FrugalGPT - The Art of Cost-Effective Language Models

FrugalGPT - Smart AI, smaller bills. It's a cost-effective way to use language models by picking the cheapest one for the job.

03 Apr, 2025
4 min read

Programming

A collection of 6 Posts

Breaking Language Barriers - GraalVM's Polyglot Revolution in Enterprise Development
Programming

Breaking Language Barriers - GraalVM's Polyglot Revolution in Enterprise Development

Explore how GraalVM's polyglot capabilities are transforming enterprise development by enabling seamless interoperability between programming languages, revolutionizing performance, and simplifying complex systems.

27 Aug, 2025
1 min read
Firewall Evolution - The Strategic Shift from iptables to nftables
Programming

Firewall Evolution - The Strategic Shift from iptables to nftables

Explore the fundamental differences between iptables and nftables, understand why Linux is transitioning to nftables, and learn which firewall solution best fits your infrastructure needs.

31 Jul, 2025
2 min read
The Future of the Command Line - How Tools Like Builder.io's AI Shell Are Lowering the Barrier to CLI Mastery
Programming

The Future of the Command Line - How Tools Like Builder.io's AI Shell Are Lowering the Barrier to CLI Mastery

For decades, the command line interface (CLI) has been the power user’s playground. A realm of incredible efficiency, automation, and control, it’s where sea...

09 Jun, 2025
4 min read
The Unsung Hero - Why OSGi's Dynamic Modularity Still Matters in 2025
Programming

The Unsung Hero - Why OSGi's Dynamic Modularity Still Matters in 2025

Explore why OSGi's dynamic, in-process modularity remains vital in 2025. This post highlights its benefits for building robust, adaptable, and continuously evolving Java applications, from enterprise platforms to IoT solutions.

25 May, 2025
4 min read
From P to NP-Complete - Unraveling Computational Complexity Classes
Programming

From P to NP-Complete - Unraveling Computational Complexity Classes

This blog post simplifies computational complexity, explaining P (efficiently solvable), NP (efficiently verifiable), and NP-Complete (the hardest problems). It clarifies these concepts and highlights the critical P vs. NP question.

20 Apr, 2025
6 min read
Test-Driven Development (TDD) in the Age of AI Code Assistants - Still Relevant, or Evolving?
Programming AI

Test-Driven Development (TDD) in the Age of AI Code Assistants - Still Relevant, or Evolving?

Is Test-Driven Development a relic of the past now that AI can generate test cases? We examine TDD's enduring relevance in the AI era and explore its evolving partnership with intelligent coding tools.

10 Apr, 2025
5 min read

SmartHome

A collection of 2 Posts

Choosing Your Embedded Linux - RDK for Scale, OpenWrt for Freedom?
IoT SmartHome

Choosing Your Embedded Linux - RDK for Scale, OpenWrt for Freedom?

RDK for scale, OpenWrt for freedom? This post breaks down the core differences, use cases, pros, and cons of these two leading embedded Linux options to guide your choice.

25 Mar, 2025
8 min read
RTSP vs. WebRTC - Which Reigns Supreme for Your Streaming Needs?
IoT SmartHome

RTSP vs. WebRTC - Which Reigns Supreme for Your Streaming Needs?

Dive into the key differences between RTSP and WebRTC. Understand their technologies, benefits, and ideal use cases to choose the best streaming protocol for your needs—from IP camera feeds to interactive web-based video.

20 Mar, 2025
9 min read

Sustainability

A collection of 1 Post

Carbon-Aware Computing - Leveraging the GSF's Guidance for Greener Deployments
Sustainability GreenSoftware CarbonAware

Carbon-Aware Computing - Leveraging the GSF's Guidance for Greener Deployments

Discover how Carbon-Aware Computing, guided by the Green Software Foundation, can help you build more sustainable software and reduce your application's carbon footprint.

12 Apr, 2025
4 min read

Featured posts

AI-Powered Legacy Code Modernization - From Relic to Revolution

AI-Powered Legacy Code Modernization - From Relic to Revolution

12 Jun, 2025
Understanding Matter Over Thread - The Backbone of Modern IoT

Understanding Matter Over Thread - The Backbone of Modern IoT

11 Jun, 2025
WiFi That Sees - Unpacking the Technical Magic of WiFi Sensing

WiFi That Sees - Unpacking the Technical Magic of WiFi Sensing

10 Jun, 2025
WebPA (Xmidt) RDK - The Secure Bridge for Cloud-Device Communication

WebPA (Xmidt) RDK - The Secure Bridge for Cloud-Device Communication

08 Jun, 2025
Choosing Your Embedded Linux - RDK for Scale, OpenWrt for Freedom?

Choosing Your Embedded Linux - RDK for Scale, OpenWrt for Freedom?

25 Mar, 2025

Topics

IoT SmartHome LLM AI Programming Sustainability GreenSoftware CarbonAware

Amit Mondal

Here, you’ll find a refined selection of content that I believe could be insightful for you. Explore what’s here, and don’t hesitate to share your thoughts!

Recent Posts

Strategic Intelligence - How Game Theory Shapes Large Language Model Behavior

Strategic Intelligence - How Game Theory Shapes Large Language Model Behavior

23 Sep, 2025
The Edge AI Revolution - NPUs vs GPUs in the Battle for On-Device Intelligence

The Edge AI Revolution - NPUs vs GPUs in the Battle for On-Device Intelligence

18 Sep, 2025
ZigBee's Strategic Evolution - Navigating the Matter-Dominated Smart Home Ecosystem

ZigBee's Strategic Evolution - Navigating the Matter-Dominated Smart Home Ecosystem

10 Sep, 2025

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