Software Design and Architecture Resources

Observability in AI Pipelines: Why “The System Is Up” Means Nothing

AI systems can be fully “up” yet behave unpredictably, expensively, or incorrectly. Observability must track job state, retries, token usage, and cost.

March 17, 2026

by Aditya Gupta

· 3,776 Views · 1 Like

Zero Trust, Build High Scale TLS Termination Layer

Automated TLS termination for thousands of custom domains on HAProxy. DigiCert HTTP DCV, internal KMS, sync agents, HAProxy runtime API for zero-downtime cert updates.

March 16, 2026

by Ramesh Sinha

· 6,722 Views

How Multimodal AI Is Reshaping Kubernetes Workflows: Future-Proofing Your Platform

Kubernetes is becoming the backbone of multimodal AI — combining GPUs, smart schedulers, and model-serving tools to run text, image, etc., cost-effectively.

March 16, 2026

by Vamshidhar Parupally

· 3,969 Views

Performance Unlocked: Introducing the Ampere Performance Toolkit (APT)

Ampere Performance Toolkit (APT) helps developers port, benchmark, and optimize Arm64 workloads with tools for migration, profiling, and performance analysis.

March 16, 2026

by Pete Baker

· 2,879 Views

The Clandestine Culprits: Unmasking Modern Web Security Misconfigurations (And Their Automated Nemeses)

A focused deep dive into security misconfigurations — CORS, headers, cookies, admin exposure — and how to eliminate them with hardening and automated CI/CD enforcement.

March 13, 2026

by David Iyanu Jonathan

· 3,472 Views

Extending Java Libraries with Service Loader

How to dynamically use Java’s Service Loader to discover and load SPI implementations at runtime for plugin-like extensions.

March 13, 2026

by Dominik Przybysz

· 3,957 Views · 3 Likes

GitOps Secrets Management: The Vault + External Secrets Operator Pattern (With Auto-Rotation)

Sealed Secrets broke at scale. Learn how Vault + External Secrets Operator solved our rotation nightmare with auto-sync, zero Git secrets, and multi-cluster support.

March 13, 2026

by Dinesh Elumalai

CORE

· 4,470 Views · 1 Like

Understanding Custom Authorization Mechanisms in Amazon API Gateway and AWS AppSync

This article compares the use of custom Lambda authorizers in AWS API Gateway and AWS AppSync, focusing on their respective approaches to API authorization.

March 13, 2026

by Leslie Daniel Raj

· 4,695 Views · 2 Likes

Why Reporting Is the Hardest Problem in Enterprise SaaS (And How We Solved It in Workday)

Workday solves real-time reporting with unified data, in-memory architecture and embedded analytics for fast, secure insights.

March 13, 2026

by Suresh Kurapati

· 3,388 Views

Google Cloud AI Agents With Gemini 3: Building Multi-Agent Systems That Actually Work

Build and scale multi-agent systems using Gemini 3 on Google Cloud Vertex AI, featuring code and architecture for technical experts.

March 12, 2026

by Jubin Soni, FBCS

CORE

· 6,352 Views · 2 Likes

Beyond the Heartbeat: Monitoring Agentic Systems

Agentic monitoring shifts from uptime to decision health — tracking reasoning, performance, resources, and outcomes across dynamic workflows.

March 12, 2026

by VIVEK KATARYA

· 3,502 Views

DPoP: What It Is, How It Works, and Why Bearer Tokens Aren't Enough

Bearer tokens grant access to anyone who holds them. DPoP fixes this by binding each token to a cryptographic key pair: every request must include a signed proof.

March 12, 2026

by Hüseyin Akdoğan

CORE

· 3,731 Views

What Enterprise Architects Get Wrong About “Simple” SaaS Integrations

“Simple” SaaS integrations often mask deep complexity in architecture, data security, scalability, governance and maintenance.

March 11, 2026

by Suresh Kurapati

· 3,354 Views · 1 Like

Building the Future-Proofing Forensics Pipeline with Dilithium

Future-proof forensic chains of custody against quantum attacks using Merkle trees, blockchain, and post-quantum cryptography.

March 11, 2026

by Rahul Karne

· 11,806 Views

AWS EventBridge as Your System's Nervous System: The Architecture Nobody Talks About

EventBridge handles our 4M daily events. When Stripe changed APIs, we spent $1,200 and 4 days instead of $180K and 6 weeks.

March 11, 2026

by Dinesh Elumalai

CORE

· 6,676 Views · 1 Like

Building Reliable Enterprise Systems with Workday: An Architect’s Perspective

In healthcare, Workday becomes a reliable enterprise platform when architects design resilient integrations, enforce data governance, and plan for scale.

March 11, 2026

by Suresh Kurapati

· 4,633 Views

Entangled Kubernetes Objects

A multimodal neural network that unifies per-modality losses and optimizers into a single cumulative loss, enabling flexible, scalable training across heterogeneous data.

March 11, 2026

by Paritosh Ranjan

· 2,839 Views

Building a Unified API Documentation Portal with React, Redoc, and Automatic RAML-to-OpenAPI Conversion

Learn how to build a modern static API documentation portal that supports both OpenAPI 3.x and RAML 1.0 specifications with automatic conversion.

March 11, 2026

by Sreedhar Pamidiparthi

· 5,734 Views

Unblocking a Failed Solr 5 to Solr 8 Migration in a Large-Scale Ads Retrieval System

The Solr 5 to Solr 8 upgrade failed due to silent behavior changes, not bad configs. Fixing it meant restoring compatibility, not tuning knobs.

March 10, 2026

by Parveen Saini

· 2,492 Views · 1 Like

Designing Production-Grade GenAI Data Pipelines on Snowflake: From Vector Ingestion to Observability

Learn to build production-ready GenAI pipelines on Snowflake with delta-aware ingestion, scalable retrieval, and observability for reliability and cost control.

March 10, 2026

by Abhijit Ubale

· 2,921 Views · 1 Like

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