Latest Articles

From Indicators to Insights: Automating IOC Enrichment Using Python and Threat Feeds

Normalize IOCs first, query inside-out, converge with provenance caching, and 429-aware retries keep enrichment pipelines reliable.

May 27, 2026

by Krishnaveni Musku

· 1,988 Views

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

· 4,295 Views

Kafka and Spark Structured Streaming in Enterprise: The Patterns That Hold Up Under Pressure

The streaming patterns that survive in the enterprise are those built for scale, failure recovery, and long-term operability.

May 27, 2026

by Kuladeep Sandra

· 6,756 Views

DevOps and Platform Engineering Readiness Checklist: Everything Needed for a Scalable, Secure, High-Velocity Delivery Platform

A practical checklist for platform engineering teams to improve DevOps, golden paths, reliability, governance, and developer experience at scale.

May 27, 2026

by Josephine Eskaline Joyce

CORE

· 2,981 Views · 1 Like

Programmatic Brand Extraction: Pulling Logos, Colors, and Assets from Any URL

OpenBrand is an open-source library that extracts structured brand assets from any URL - available as an npm package, API, or AI agent skill.

May 27, 2026

by Yixing Jiang

· 2,169 Views

You Don't Get to Retrofit Trust: Why API Security Must Be Designed In, Not Bolted On

A field-level examination of how one startup got it right — and what the rest of the industry keeps getting catastrophically wrong.

May 27, 2026

by Igboanugo David Ugochukwu

CORE

· 3,232 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

· 4,256 Views

Architecting Zero-Trust AI Agents: How to Handle Data Safely

Transitioning AI agents from POC to production requires moving beyond permissive access to a zero-trust architecture. This covers the essential security layers.

May 26, 2026

by Felicia Thomson

· 6,051 Views · 3 Likes

Exactly-Once Processing: Myth vs Reality

Exactly-once is a collection of local guarantees, not an end-to-end guarantee, and real systems rely on idempotency and at-least-once guarantees.

May 26, 2026

by Irullappan irulandi

· 2,700 Views · 2 Likes

Catching Data Perimeter Drift Before It Reaches Production

A development-time validation pattern to catch data perimeter setup issues and preserve the historical context of a data perimeter project.

May 26, 2026

by Suresh Gururajan

· 3,484 Views

Bringing Intelligence Closer to the Source: Why Real-Time Processing is the Heart of Edge AI

Edge AI runs AI on devices for real-time decisions, cutting latency, boosting privacy, lowering costs, and working without internet for faster, reliable systems.

May 26, 2026

by Jitendra Bafna

· 2,882 Views

Beyond Partitioning and Z-Order: A Deep Dive into Liquid Clustering for Unity Catalog Managed Tables

Liquid Clustering replaces rigid partitioning and Z-Order with adaptive clustering in Unity Catalog, improving performance with less maintenance.

May 26, 2026

by Seshendranath Balla Venkata

· 2,764 Views · 1 Like

Rethinking Java CRUDs With Event Sourcing and CQRS Patterns

A short overview of the Event Sourcing and CQRS patterns, applied to Java CRUD applications, illustrated by a simple order management system.

May 26, 2026

by Nicolas Duminil

CORE

· 3,386 Views

Building Enterprise-Grade Real-Time IoT Dashboards with Vue 3, MQTT, and Kafka

Event-driven architecture using MQTT (device communication) → Kafka (durable streams) → WebSocket (browser push) → Vue 3 (reactive UI).

May 26, 2026

by Venkata Sandeep Dhullipalla

· 2,234 Views

Architecting an Embedded Efficiency Layer: A Platform Deep Dive into Day-Two Operational Tuning

Learn how platform teams can embed continuous optimization into internal developer platforms using GitOps, HITL workflows, and full-stack tuning.

May 26, 2026

by Graziano Casto

CORE

· 2,204 Views · 1 Like

Why Google Data Migration Gets Stuck at 99%: Causes and Proven Fixes

Google Data Migration may stall at 99% due to large mailboxes, throttling, network issues, or corrupted items. Check permissions, split data, and retry the migration.

May 26, 2026

by Aryan Malhotra

· 1,455 Views

Designing API-First EMR Architectures in .NET: Enabling Modular Growth in Compliance-Driven Systems

API-first .NET architecture lets EMR platforms evolve safely — enforcing compliance, stabilizing contracts, and isolating UI changes from critical business logic.

May 26, 2026

by Ronak Pavasiya

· 1,482 Views