Latest Articles

From Agent AI to Agentic AI: Building Self-Healing Kubernetes Clusters That Learn

Evolving from reactive Agent AI to autonomous Agentic AI: a self-healing Kubernetes system that learns from fixes and applies patterns automatically.

November 17, 2025

by Shamsher Khan

CORE

· 3,209 Views · 1 Like

The Software Architect's Mandate: Treating ChatGPT as a System, Not a Search Engine

ChatGPT is an architectural component, not a data retrieval tool. Architect inputs, outputs, and integration to leverage ChatGPT's power and mitigate its inherent risks.

November 17, 2025

by Dinesh Elumalai

CORE

· 1,081 Views · 1 Like

Evaluating AI Vulnerability Detection: How Reliable Are LLMs for Secure Coding?

Can AI spot real-world security bugs? Semgrep’s research compares LLMs on their ability to catch SQLi, XSS, and IDOR vulnerabilities.

November 14, 2025

by Jayson DeLancey

· 4,397 Views · 4 Likes

5 Agent CI/CD Evaluation Best Practices

5 lessons for AI agent evaluations we've learned the hard way: utilizing soft failures, automatic retries, explanations, avoiding flaky tests, and localized triggers.

November 14, 2025

by Lior Gavish

· 1,603 Views · 1 Like

Spectre and Meltdown: How Modern CPUs Traded Security for Speed

Spectre and Meltdown exploit CPU optimizations like out-of-order and speculative execution, leaking sensitive data despite software-level protections.

November 14, 2025

by Yash Gupta

· 1,580 Views · 1 Like

Data Ingestion Using Logstash: PostgreSQL to Elasticsearch

Learn how to use Logstash to ingest, transform, and send data to Elasticsearch, including incremental pipelines, filters, and best practices.

November 14, 2025

by Mangesh Walimbe

· 8,005 Views · 2 Likes

Best Practices for Migrating Data From Legacy Systems With AI

In this article, I will share my experience with AI-powered data migration, including what worked well and key lessons learned along the way.

November 14, 2025

by Mykhailo Kopyl

· 3,099 Views · 4 Likes

How the Craft of Software Engineering is Evolving With AI Advancement

AI is transforming software engineering — enabling it to direct intelligent systems, balance efficiency gains with judgement, and conduct defensive programming at scale.

November 14, 2025

by Sayantan Ghosh

· 2,009 Views · 1 Like

Proactive vs Reactive: Rethinking Your AWS Monitoring Approach

Dynamic AWS environments require both reactive and proactive monitoring approaches for secure and reliable operations. Learn about their differences and best practices.

November 14, 2025

by Igboanugo David Ugochukwu

CORE

· 2,989 Views · 1 Like

Exploring MCP, A2A, and Functional Calling: The Modern Innovations for Enterprise LLM Architecture

MCP, A2A, and functional calling are crucial for next-generation AI ecosystems. Learn more about integrating these approaches in your organizational AI strategies.

November 14, 2025

by Damodhara Reddy Palavali

· 1,644 Views · 1 Like

Building Smarter Systems: Architecting AI Agents for Real-World Tasks

AI agents can automate real-world workflows by making smart decisions. Use LangChain + FastAPI, modular tools, and strict testing for reliability.

November 14, 2025

by Vinod Veeramachaneni

· 1,481 Views · 2 Likes

Data-Driven Enterprise Apps: How Laravel Simplifies Analytics Integration

Laravel uses intelligent data analytics to make building enterprise apps easier, helping businesses make faster, data-driven decisions.

November 14, 2025

by Arun Goyal

· 1,516 Views

Databricks vs Snowflake: Complete Architecture Mapping for Enterprise AI and Big Data

This guide maps core data, big data, and AI/ML concepts between Databricks and Snowflake, with examples, diagrams, and a framework for choosing or combining the two.

November 13, 2025

by Ram Ghadiyaram

CORE

· 7,057 Views · 7 Likes

Versioned Caching: A Practical Pattern for High-Performance Lookup Data

A practical guide to versioned caching for static lookup data using cache-control headers, local storage, and data version synchronization between client and server.

November 13, 2025

by Artsiom Lazouski

· 1,776 Views · 1 Like

AI SDLC Transformation, Part 1: Where to Start?

Learn how to successfully adopt AI in software delivery by measuring transformation, starting small, and creating AI-ready processes and teams.

November 13, 2025

by Orkhan Gasimov

· 3,621 Views · 3 Likes

When Memory Overflows: Too Many ApplicationContexts in Spring Integration Tests

Spring Boot makes integration testing incredibly convenient: you have the entire application up and running in your test. But sometimes you can see memory usage spikes.

November 13, 2025

by Constantin Kwiatkowski

· 4,324 Views · 7 Likes

How to Simply Manage Releases With Git

A straightforward recipe that helps understand the basic concepts of releasing projects with Git and maintaining the process.

November 13, 2025

by Horatiu Dan

CORE

· 2,347 Views · 9 Likes

DocumentDB Goes Cloud-Native: Introducing the DocumentDB Kubernetes Operator

Deploy, manage, and scale DocumentDB on Kubernetes with the new open-source DocumentDB Operator — cloud-native, PostgreSQL-based, and MongoDB-compatible.

November 13, 2025

by Abhishek Gupta

CORE

· 2,964 Views · 2 Likes

How 8x8 Saved and Boosted Performance 30% by Adopting Ampere®

8x8 scaled Jitsi during COVID by moving to Ampere-based Arm64 OCI instances, cutting costs up to 30% and boosting video performance with minimal effort.

November 13, 2025

by Scott Fulton III

· 1,512 Views · 1 Like

ANTLR-Powered Query Engine and Floorplan Parser for Real Estate Data

Using ANTLR, we parsed real estate search queries and symbolic layout strings into structured data for Elasticsearch and Java-based rendering.

November 13, 2025

by Alex Natskovich

· 1,383 Views · 1 Like

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