Latest Articles

Taming Async Chaos: Architecture Patterns for Reliable Event-Driven Systems

Event-driven systems scale fast — and break just as fast. The trick is expecting the chaos upfront and taming it with patterns and observability.

November 25, 2025

by Aakanksha Aakanksha

· 2,554 Views · 1 Like

DevSecConflict: How Google Project Zero and FFmpeg Went Viral For All the Wrong Reasons

The tension between security and open source highlights the struggle over responsibility as AI uncovers vulnerabilities faster than we can respond.

November 24, 2025

by Katie Paxton-Fear

· 7,240 Views · 6 Likes

When Chatbots Go Rogue: Securing Conversational AI in Cyber Defense

Chatbots boost business but pose data risks. Strong security and AI risk management protect trust, compliance, and customer safety.

November 24, 2025

by Arun Goyal

· 3,370 Views · 1 Like

How to Build Real-Time Transaction Monitoring Systems With Streaming Data

Learn how to build real-time transaction monitoring systems with streaming data, exploring architecture, challenges, and best practices.

November 24, 2025

by Meet Deltan

· 3,642 Views · 1 Like

Building a Retrieval-Augmented Generation (RAG) System in Java With Spring AI, Vertex AI, and BigQuery

Build a Java RAG application using Spring Boot, Vertex AI embeddings, BigQuery vector search, and a web UI for interactive PDF-based question answering.

November 24, 2025

by Mohammed Fazalullah Qudrath

· 8,033 Views · 8 Likes

Creating an MCP Client With Spring AI

This blog post outlines the creation of an MCP client using Spring AI, building upon a previously established MCP server.

November 24, 2025

by Gunter Rotsaert

CORE

· 5,580 Views · 2 Likes

The Right to Be Forgotten in Event-Driven Data Products

Using event sourcing to propagate deletes across the data mesh for consistent retention and right-to-be-forgotten compliance.

November 24, 2025

by Murat Balkan

CORE

· 1,636 Views · 2 Likes

Architectural Evidence in Enterprise Java: Making Domain-Driven Design Visible

Use CDI stereotypes + JMolecules annotations to make DDD architecture explicit, enforceable, and testable. This preserves design intent as your Java system evolves.

November 24, 2025

by Otavio Santana

CORE

· 6,934 Views · 4 Likes

When Leadership Blocks Your Pre-Mortem

Learn all about why leaders resist pre-mortems and how this reveals deeper cultural issues that shape project success or failure.

November 24, 2025

by Stefan Wolpers

CORE

· 4,530 Views

Why the MITRE ATT&CK Framework Actually Works

ATT&CK makes detection engineering measurable by mapping real TTPs to your content, exposing visibility gaps attackers rely on to stay hidden.

November 21, 2025

by John Vester

CORE

· 2,535 Views · 1 Like

Building Multimodal Agents with Google ADK — Practical Insights from My Implementation Journey

AI agents have rapidly evolved to support non-text inputs, unlocking new use cases and enabling seamless human-AI collaboration.

November 21, 2025

by Aakash Sharma

· 3,432 Views · 1 Like

Revolutionizing Supply Chain Optimization with AI-Driven Constraint Programming

AI-driven constraint programming integrates machine learning with optimization to create adaptive, real-time, and efficient supply chain management.

November 21, 2025

by Shrinivas Jagtap

· 2,186 Views · 1 Like

Software Testing in the AI Era - Evolving Beyond the Pyramid

Rethinking the canonical three-tiered software testing pyramid and software quality assurance strategies in the decade of AI

November 21, 2025

by Surbhi Madan

· 2,483 Views · 3 Likes

Deploying a Serverless Application on Google Cloud

Deploy a Python serverless app on Google Cloud Functions with ease. Learn setup, deployment steps, best practices, and how to secure and optimize your function.

November 20, 2025

by Neel Shah

· 3,061 Views · 3 Likes

Advanced Usage of Decodable in Swift: Handling Dynamic Keys

Use DynamicKey to safely decode JSON with unpredictable keys — it avoids fragile if let chains and makes your decoding logic flexible and maintainable.

November 20, 2025

by Ada Kirsch

· 1,600 Views · 1 Like

The Slow/Fast Call Orchestration: Parallelizing for Perception

By delivering a fast, lightweight response first and upgrading it with a slower, richer one later, slow/fast orchestration creates the illusion of zero latency.

November 20, 2025

by VIVEK KATARYA

· 2,531 Views · 2 Likes

How I Cut Kubernetes Debugging Time by 80% With One Bash Script

Built a bash script that analyzes Kubernetes clusters in 60 seconds, generating HTML/JSON/Markdown reports. Saved 70 minutes daily across 8 clusters.

November 20, 2025

by Shamsher Khan

CORE

· 6,050 Views · 4 Likes

Beyond Vector Databases: Integrating RAG as a First-Class Data Platform Workload

Architectural framework that integrates RAG deeply into enterprise data platforms through event-driven indexing, multi-layer hybrid retrieval, and governance by design.

November 20, 2025

by Anil kumar Kandalam

· 4,706 Views · 1 Like

Kubernetes CSI Drivers

What does a storage standard specification look like? Why do we need it, and which problem does it solve? How does it work in practice, and what impact can it have?

November 20, 2025

by Ramesh Sinha

· 3,530 Views · 2 Likes

Why Internal Tools Waste So Much Engineering Time

A tiny bug. A big bank. Hours lost. What this incident says about how we handle internal support and what to do about it.

November 20, 2025

by Thomas Johnson

· 2,677 Views · 2 Likes

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