Latest Articles

MCP vs Skills vs Agents With Scripts: Which One Should You Pick?

Learn about when to use MCP, skills, and agents with scripts. How are they different from each other and what are they actually meant to be used for.

March 26, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 5,421 Views · 4 Likes

Why RAG Alone Isn’t Enough: How MCP Completes the Agentforce Intelligence Stack?

RAG fetches context, but MCP adds reasoning, tool orchestration, and observability, making AI agents reliable and operational at enterprise scale.

March 26, 2026

by Deepak Bahuleyan

· 4,040 Views

Bringing AI Agents to Cloud Engineering: How Autonomous Operations Are Changing Reliability at Scale

AI agents turn cloud operations from reactive automation into adaptive systems by combining observability, autonomy, and engineering judgment.

March 26, 2026

by Arvind Gautam

· 102,875 Views

Data-Driven API Testing in Java With REST Assured and TestNG: Part 4

Learn how to perform data-driven API automation testing with Rest-Assured using JSON Files and TestNG's @DataProvider annotation.

March 26, 2026

by Faisal Khatri

CORE

· 3,664 Views

Stop Writing Slow Pandas Code: Vectorization and Modern Alternatives Explained

Fix slow Pandas code with vectorized operations, proper indexing, and modern tools like Polars or DuckDB for faster, scalable data pipelines.

March 25, 2026

by Ankush Rastogi

· 4,664 Views · 2 Likes

Production Database Migration or Modernization: A Comprehensive Planning Guide [Part 1]

A multi-part walkthrough of the essential components of planning and executing a successful production database migration for large-scale backend services.

March 25, 2026

by Alexander Komyagin

· 2,181 Views

Beyond “Lift-and-Shift”: How AI and GenAI Are Automating Complex Logic Conversion

Overcome the manual migration wall by using an AI-native stack that combines deterministic parsing and GenAI to automate complex logic conversion.

March 25, 2026

by Rudrendu Paul

· 1,688 Views · 1 Like

AI Agents vs LLMs: Choosing the Right Tool for AI Tasks

Use an LLM for single-step tasks; use an AI agent when the job needs planning + tool/API orchestration across multiple steps.

March 25, 2026

by Faisal Feroz

· 3,029 Views · 2 Likes

Tokens and Transactions With AI

Jensen Huang’s GTC 2026 keynote shows how databases evolve from transaction systems to AI-driven platforms supporting tokens, reasoning, and agentic workflows.

March 25, 2026

by Keshav Murthy

CORE

· 2,345 Views · 1 Like

Privacy-Conscious AI Development: How to Ship Faster Without Leaking Your Crown Jewels

AI speeds up development can leak secrets when use third-party tools. Layer GHAS with Grype for local/offline vulnerability scanning.

March 25, 2026

by Hanna Labushkina

· 1,303 Views

Data-Driven API Testing in Java With REST Assured and TestNG: Part 3

Learn how to perform data-driven API automation testing with Rest-Assured using CSV Files and TestNG's @DataProvider annotation.

March 25, 2026

by Faisal Khatri

CORE

· 3,477 Views · 1 Like

Retries Will Bankrupt You Before Any Attacker Gets the Chance

Bad retries turn minor failures into major outages and bigger bills. Resilience without limits, jitter, and idempotency is just expensive failure.

March 25, 2026

by David Iyanu Jonathan

· 1,385 Views

Operationalizing Agentic AI in Enterprises: A Problem-Constraints-Tradeoffs Case

Enterprise agentic AI needs bounded autonomy, system-level oversight, human checkpoints, and reversible rollouts to ensure stability, trust, and accountability.

March 25, 2026

by Tuhin Chattopadhyay

CORE

· 993 Views

Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB

A comprehensive guide to building serverless event-driven systems using Azure Functions and Cosmos DB, featuring real-world patterns.

March 25, 2026

by Jubin Soni, FBCS

CORE

· 1,873 Views

Swift: Master of Decoding Messy JSON

Learn how to decode messy flat JSON in Swift using dynamic CodingKeys, clean models, and custom Decodable logic for scalable, production-ready apps.

March 25, 2026

by Pavel Andreev

· 1,204 Views

Agent-of-Agents Pattern: Enhancing Software Testing

Multi-agent AI validation replaces slow, costly full regression testing by intelligently selecting and running only the tests relevant to your code changes.

March 24, 2026

by Vineet Bhatkoti

· 4,830 Views · 1 Like

Building Scalable Agentic Assistants: A Graph-Based Approach

This article explains how a graph-based, multi-agent architecture improves scalability, routing, and maintainability compared to monolithic agent designs.

March 24, 2026

by Abhishek Sant

· 2,457 Views · 2 Likes

Robust Network Layer in Swift via Clean Architecture Approach

In this article, learn how to build a highly testable and robust network layer in Swift using a Clean Architecture approach.

March 24, 2026

by Pavel Andreev

· 1,448 Views · 2 Likes

Data-Driven API Testing in Java With REST Assured and TestNG: Part 2

Learn how to perform data-driven API automation testing with REST Assured using Iterator and TestNG's @DataProvider annotation.

March 24, 2026

by Faisal Khatri

CORE

· 1,831 Views · 2 Likes

MariaDB Doesn't Depend on MySQL

Discussions continue regarding MySQL's future at Oracle, the role of MariaDB in the market, and the reality of their growing divergence in the Open Source industry.

March 24, 2026

by Alejandro Duarte

CORE

· 2,221 Views · 2 Likes

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