Latest Articles

Understanding Dropped Updates in Feed Generation Systems in Modern Applications

In this article, understand what dropped updates in feed generation systems are, why they are important, and how to prevent them.

March 27, 2026

by Amit Sonar

· 1,681 Views

Taming the JVM Latency Monster

For heaps exceeding 50 GB, choose G1 for balanced stability, Shenandoah for <10ms concurrent compaction, or ZGC for terabyte-scale orchestration with <1ms pauses.

March 26, 2026

by Theo Ezell

· 4,200 Views · 5 Likes

Automating Maven Dependency Upgrades Using AI

Build an AI-driven Maven dependency upgrade pipeline that detects outdated libraries, applies safe updates, generates notes, and auto-creates tested PRs.

March 26, 2026

by Sravan Reddy Kathi

· 3,647 Views · 2 Likes

MinIO AIStor and Ampere® Computing Reference Architecture for High-Performance AI Inference

MinIO AIStor delivers high-performance, scalable object storage for AI workloads with Ampere CPUs, optimized for inference, analytics, and cloud-native environments.

March 26, 2026

by Tinh Nguyen

· 2,392 Views · 1 Like

Microsoft Responsible AI Principles Explained for Engineers

This is for engineers, architects, and ML practitioners who want to move beyond theory. It reframes Microsoft’s responsible AI principles as engineering responsibilities

March 26, 2026

by Indirakumar Rajendiran

· 2,516 Views · 1 Like

Isolation Boundaries in Multi-Tenant AI Systems: Architecture Is the Only Real Guardrail

In multi-tenant AI systems, true isolation needs structural boundaries across storage, vector namespaces, execution, and queue layers to survive retries and concurrency.

March 26, 2026

by Aditya Gupta

· 2,163 Views

Stateful AI: Streaming Long-Term Agent Memory With Amazon Kinesis

Stream every agent interaction into vector memory for real-time, scalable, persistent, fully queryable, and context-rich AI memory.

March 26, 2026

by Jubin Abhishek Soni

CORE

· 2,235 Views

When Kubernetes Says "All Green" But Your System Is Already Failing

Learn about how standard cluster observability misses the failure signals that matter most during real incidents, outages, and postmortems.

March 26, 2026

by Shamsher Khan

CORE

· 3,202 Views

Building Centralized Master Data Hub: Architecture, APIs, and Governance

This article provides an overview of centralized master data hub for enterprises applications from fragmented master data managing in different systems.

March 26, 2026

by Ravi Kiran Mallidi

CORE

· 2,529 Views

From 30s to 200ms: Optimizing Multidimensional Time Series Analysis at Scale

Do multidimensional anomaly detection at scale, sharing strategies to speed up time series queries, achieving consistent sub-second performance.

March 26, 2026

by Suvodeep Pyne

· 2,423 Views

Document Generation API: How to Automate Personalized Document Creation at Scale

Learn how document generation APIs automate PDF and DOCX creation using templates and JSON data, with real-world use cases and a step-by-step Foxit DocGen implementation.

March 26, 2026

by Jakkie Koekemoer

· 3,148 Views · 3 Likes

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

· 3,793 Views · 2 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

· 3,770 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

· 102,553 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

· 3,437 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

· 4,154 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

· 1,848 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

· 1,446 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

· 2,572 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

· 2,023 Views · 1 Like

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