Latest Articles

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

· 3,155 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

· 3,697 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

· 5,671 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

· 2,444 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

· 3,373 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

· 2,741 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

· 2,503 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

· 3,101 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

· 1,938 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

· 2,025 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

· 1,398 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

· 1,410 Views

The Developer's Guide to Context-Aware AI: When Your Code Documentation Becomes Intelligent

RAG turns developer documentation into a context-aware AI assistant that answers questions using your actual code and docs.

May 26, 2026

by Daulet Amirkhanov

· 1,285 Views

Scaling Cloud Data Automation: A Practical Guide to Open Table Formats

Leverage open table formats with cloud automation and scalable analytics to build reliable, high-performance data platforms.

May 25, 2026

by Sandeep Batchu

· 3,213 Views

When Perfect Data Breaks: The Journey from Data Quality to Data Observability

Data quality checks often miss silent failures. Use data observability to monitor data in motion and catch issues traditional tools miss.

May 25, 2026

by Divyakumar Savla

· 1,681 Views

Build Self-Managing Data Pipelines With an LLM Agent

A practical, step-by-step guide to building an LLM-driven orchestrator with safety guardrails, autonomous recovery, and lower operational cost for data pipelines.

May 25, 2026

by Naga Krishna Reddy Muppidi

· 2,341 Views

One Query, Four GPUs: Tracing a Distributed Training Stall Across Nodes

One SQL query across 4 GPU nodes found a straggler in under a second using eBPF fleet fan-out, no central collector needed.

May 25, 2026

by Ingero Team

· 3,502 Views

The Hidden Cost of Overprivileged Tokens: Designing Messaging Platforms That Assume Compromise

Learn why overprivileged tokens are a platform design failure, not a security bug, and how runtime enforcement, granular scoping, and safe migration fix them.

May 25, 2026

by Prakash Wagle

· 1,957 Views

A 5-Step SOC Guide That Meets RBI Expectations and Strengthens Security Operations

This article is a five-step SOC guide aligning security operations with RBI expectations, covering governance, risk mapping, tech selection, and performance measurement.

May 25, 2026

by Shivani chavan

· 1,802 Views

Product-Led Software Delivery: Intelligent Platforms for DevOps at Scale

Platform engineering helps DevOps teams scale with golden paths, DevEx metrics, automation, and AI guardrails that reduce friction and improve delivery.

May 25, 2026

by Fawaz Ghali, PhD

CORE

· 2,127 Views

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