Articles by Prakhar.
Tech | Education | Perspectives
The Agent2Agent (A2A) Protocol
Analyze the architecture of inter-agent communication. Explores state synchronization, ontology mapping, and cryptographic trust mechanisms driving decentralized, autonomous AI networks.
Consensus Protocols & Byzantine Fault Tolerance in Multi-Agent Networks
Unpack state replication, safety vs. liveness trade-offs, and adversarial node mitigation in distributed multi-agent systems from classical PBFT and Raft to modern leaderless consensus models.
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Quantization in Large Language Models
Examine the mechanics of reducing floating-point precision in transformer architectures. Cover Post-Training Quantization (PTQ), Quantization-Aware Training (QAT), activation outlier mitigation, and kernel optimizations for low-bit inference on modern hardware.
The Anatomy of a Modern Serverless YAML File
In recent years, building serverless infrastructure has become incredibly accessible. This post dissects a modern serverless.yml file to understand how it defines a serverless architecture, from environment variables to IAM roles and function triggers.
Running Kubernetes on Bare Metal: A Step-by-Step Guide
A practical, end-to-end guide to running Kubernetes directly on physical servers using kubeadm, containerd, and modern best practices, with Linux and optional Windows worker nodes.
Spring Data JPA: In-Depth Notes + Interview Questions
Go beyond basic CRUD operations. Explore the mechanics of repository abstractions, proxy generation, tackling N+1 query problems, optimizing transactions, and preparing for advanced technical interviews.
Spring REST: In-Depth Notes + Interview Questions
A deep dive into building RESTful web services using Spring. Covers core concepts, HTTP methods, exception handling, data binding, and a curated list of essential interview questions.
Spring Framework & Spring Boot: Complete Notes
A comprehensive guide covering the fundamentals of Spring Core, Inversion of Control (IoC), Dependency Injection, Spring MVC, and Spring Boot auto-configuration, starter dependencies, and production-ready Actuators.
Java 101: Explore and Learn
Explore essential Java concepts with this guide, featuring a curated list of core topics and accompanying reference materials to accelerate your learning journey.
The Ultimate Git Cheat Sheet & Command Reference
A comprehensive guide to mastering Git. This cheat sheet covers everything from basic setup and staging to advanced branching, syncing, and collaboration workflows.
The Ultimate Linux Commands Cheat Sheet
A comprehensive beginner-to-advanced cheat sheet covering essential Linux commands, file system navigation, system monitoring, networking, user management, and powerful text-processing tools.
Vi Editor: Operational Modes and Command Reference
A deep dive into Vi/Vim operational modes, essential navigation, and advanced editing techniques. This guide expands on the basics to include visual selection, global search and replace, and configuration tips for efficient terminal editing.