Cloud Architecture Resources

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

· 2,113 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

· 2,661 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

· 4,407 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

· 1,888 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

· 6,626 Views

Frame Buffer Hashing for Visual Regression on Embedded Devices

Learn how frame buffer hashing reduced visual regression storage from 18GB to 19KB while speeding up CI and eliminating flaky image diffs.

June 9, 2026

by Rajasekhar sunkara

· 5,262 Views

Amazon Quick: AWS's Agentic Workspace, Explained for Engineers

A technical deep dive into Amazon Quick — how it works, how it connects to your tools via MCP, and where it sits in the AWS agent stack.

June 9, 2026

by Jubin Soni, FBCS

CORE

· 4,727 Views

The Middleware Gap in AI Agent Frameworks

Most agent frameworks observe model calls and allow rewriting them only after they reach the model, making an understanding of callbacks and middleware essential.

June 8, 2026

by Ninaad Rao

CORE

· 2,274 Views · 4 Likes

Real-Time AI Inference at Scale Using Cloud Run, GPUs, and Vertex AI

Build scalable threat intel pipelines with Python, STIX/TAXII APIs, and Elasticsearch. Normalize data, preserve context, and enable fast, reliable detection.

June 4, 2026

by khadarvali shaik

· 2,475 Views

Build a GitHub Slack Bot With AWS Bedrock and MCP, Part 2

Build a Slack bot using AWS Bedrock and MCP to answer GitHub questions. Learn setup, architecture, and how to extend it with new tools and data sources.

June 4, 2026

by Sangharsh Agarwal

· 3,026 Views

Compliance Automated Standard Solution (COMPASS), Part 11: Compliance as Code, the OSCAL MCP Server Way

How AI-native tooling is finally closing the loop between compliance personas and OSCAL artifacts with an MCP-standardized, AI-agent-ready interface.

June 4, 2026

by Yuji Watanabe

· 3,035 Views · 1 Like

Build a GitHub Slack Bot With AWS Bedrock and MCP, Part 1

Building a Slack bot with traditional APIs led to 400 lines of code. Using MCP and AWS Bedrock reduced complexity, enabling scalable, tool-driven automation.

June 3, 2026

by Sangharsh Agarwal

· 3,392 Views · 2 Likes

How SaaS Architectures Break at Scale — and the Engineering Decisions That Prevent It

A practical guide to SaaS architecture decisions that determine whether platforms scale cleanly or collapse under technical debt, security, and growth pressure.

June 1, 2026

by Igboanugo David Ugochukwu

CORE

· 1,691 Views · 1 Like

Zero-Downtime Deployments for Java Apps on Kubernetes

Achieve zero-downtime deployments for Java applications on Kubernetes using rolling updates, readiness/liveness probes, and graceful shutdown strategies.

May 29, 2026

by Ramya vani Rayala

· 4,704 Views

Pragmatica Aether: Let Java Be Java

A modern, distributed, fault-tolerant runtime environment for the language that was intentionally designed for managed environments.

May 29, 2026

by Sergiy Yevtushenko

· 4,662 Views · 1 Like

Building a Zero-Cost Approval Workflow With AWS Lambda Durable Functions

Learn how to build an ETL pipeline with human-in-the-loop approval that costs nothing while waiting — and see real cost data from processing 1,000 documents.

May 28, 2026

by Harpreet Siddhu

· 4,905 Views · 1 Like

Docker Hardened Images Are Free Now — Here's What You Still Need to Build

Docker Hardened Images solve the CVE problem. But CVEs aren't why containers fail in production — governance gaps are. Here's the trust architecture that closes them.

May 27, 2026

by Shamsher Khan

CORE

· 4,611 Views

Setting Up a Data Catalog With Azure Purview and Collibra: What Three Attempts Taught Me

Setting up a data catalog isn’t just a tool problem. My work with Azure Purview and Collibra showed success depends on governance, metadata, and adoption.

May 27, 2026

by Kuladeep Sandra

· 4,879 Views