Cloud Architecture Resources

Azure Databricks vs Microsoft Fabric: An Honest Guide to When to Use What

Azure Databricks and Microsoft Fabric overlap, but they're built for different priorities. Databricks for data engineering, ML, open-source, and Spark workloads.

July 9, 2026

by Jubin Soni, FBCS

CORE

· 1,894 Views

Azure Databricks for Scalable MLOps and Feature Engineering With Apache Spark, Delta Lake, and MLflow

A practical guide to feature engineering at scale with Azure Databricks, covering distributed data processing with Spark and reliable storage with Delta Lake.

July 6, 2026

by Jubin Soni, FBCS

CORE

· 1,276 Views

Building an AI Agent That Responds to Real-Time Events With AWS Bedrock, Kinesis, DynamoDB, and S3

Build an AI agent that processes real-time events with Amazon Bedrock and a serverless AWS architecture powered by Kinesis, DynamoDB, and S3.

July 3, 2026

by Jubin Soni, FBCS

CORE

· 2,184 Views · 1 Like

Beyond Root Cause: Building Effective Blameless Postmortems for Cloud-Native Systems

Blameless postmortems focus on learning, not blame, helping teams improve reliability, reduce recurring incidents, and strengthen resilience.

July 2, 2026

by Akshay Pratinav

· 2,265 Views

One Stolen Key, One Stolen Token: Why Machine Identity Is Cloud-Native's Quietest Crisis — and the Only Fix That Actually Holds

Learn how stolen machine credentials fuel major cloud breaches and how policy-as-code and short-lived identities help stop modern attacks.

July 1, 2026

by Igboanugo David Ugochukwu

CORE

· 3,653 Views

Building Production-Safe Agentic Remediation With Docker MCP Gateway: Lessons From 43% to 100% Accuracy

We built an AI Docker remediation system on MCP Gateway. First version: 43% correct. After 9 engineering fixes: 100%. Here's what changed.

June 29, 2026

by Mohammad-Ali Arabi

· 2,377 Views

High-Cardinality Threat Detection: Why MapReduce Breaks and Heuristics Win

Scalable systems that succeed don’t process more — they ignore more, using heuristics to isolate the small fraction of activity that actually matters.

June 29, 2026

by Karanpreet Singh

· 1,421 Views

Selective Deployment in Azure Data Factory: A Practical Blueprint for Safer CI/CD

Implement selective deployment in Azure Data Factory to safely promote individual features without deploying the entire factory state

June 26, 2026

by Sauhard Bhatt

· 2,141 Views · 2 Likes

What Cloud Engineers Actually Need to Know About AI Infrastructure

AI infrastructure isn’t about GPUs. Most issues come from storage, networking, data pipelines. If GPU utilization is low, check the infrastructure first, not the model.

June 26, 2026

by Naveen Kalapala

· 1,609 Views · 1 Like

A Tool Is Not a Platform (And Your Team Knows the Difference)

Calling a collection of tools a platform creates expectations it cannot meet. A platform has a contract. A toolchain has documentation.

June 25, 2026

by Jeleel Muibi

· 2,115 Views · 2 Likes

No VIP? No Problem: Pacemaker-Based SAP HANA High Availability Using a Load Balancer Health Check

Many cloud platforms do not support floating virtual IPs, which breaks the standard RHEL Pacemaker setup for SAP HANA HA. Use a network load balancer.

June 25, 2026

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 1,523 Views · 2 Likes

Implementing Asynchronous Communication Between Microservices Using Kafka and Spring Boot

Kafka decouples services, buffers spikes, and routes failures to a DLT. Schemas are contracts; consumers must be idempotent.

June 24, 2026

by Mallikharjuna Manepalli

· 3,223 Views · 1 Like

I Built a VS Code Extension to Debug Azure AI Foundry Agents Without Leaving My Editor

Free VS Code extension for Azure AI Foundry agent traces into your editor as an interactive timeline — see tool calls, token costs, and conversation replays.

June 23, 2026

by Jubin Soni, FBCS

CORE

· 1,788 Views · 1 Like

Automating Power Automate: How to Ensure Cloud Flows Are Active After Every Pipeline Deployment

Automate Power Platform deployments by resolving connection references and activating cloud flows after import, so every environment is ready when the pipeline finishes.

June 19, 2026

by karthik nallani chakravartula

· 2,513 Views · 1 Like

Your AI Coding Agent Can't Steal What It Never Had: The Docker Sandbox Isolation Story

Docker Sandbox runs AI agents in microVMs. The API key never enters the sandbox — the host proxy authenticates on the agent's behalf.

June 19, 2026

by Shamsher Khan

CORE

· 2,368 Views · 1 Like

The Latency Tax That’s Hidden in Cloud-Native Systems (and the Hard Lessons I Learned to Minimize It)

Cloud-native latency is a hidden tax — cut unnecessary hops, heavy payloads, cold starts, and noisy observability to improve P95/P99 performance.

June 18, 2026

by Bharath Kumar Reddy Janumpally

· 2,015 Views · 1 Like

Why Infrastructure Efficiency Is Becoming the New Cloud Profitability Metric

Learn about how cost per workload, operational efficiency, and infrastructure architecture are reshaping cloud profitability and TCO analysis.

June 18, 2026

by Tetiana Fydorenchyk

· 2,513 Views

Encryption Won't Survive Quantum Computing: What to Do?

Quantum computers will break RSA. Lattice cryptography is the fix. Here's why your architecture needs to change before Q-Day arrives.

June 16, 2026

by Faisal Feroz

· 4,230 Views · 1 Like

Metal Default, a New Build Cloud, and a New Format

The iOS Metal renderer is now the default, the new Build Cloud console is wired into every Dashboard link on the site, and the weekly release blog is moving to a shorter

June 10, 2026

by Shai Almog

CORE

· 1,837 Views

Building a RAG-Powered Bug Triage Agent With AWS Bedrock and OpenSearch k-NN

Learn how a RAG-powered bug triage agent uses AWS Bedrock, OpenSearch, and dynamic scoring to automate crash analysis and routing.

June 9, 2026

by Rajasekhar sunkara

· 2,145 Views

The Latest Cloud Architecture Topics