Latest Articles

Portable Intelligence Architecture: When the Runtime Becomes the Hard Problem

As AI inference moves closer to live context, the hard problem shifts from model quality to runtime design. Portable Intelligence Architecture solves this.

September 2, 2026

by Punit Shah

· 2,578 Views · 2 Likes

Extracting Entities and Relationships From Engineering Documents With spaCy

Learn how to extract domain-specific entities and relationship triples from engineering documents using spaCy, custom entity rules, and Python.

September 2, 2026

by Sriharsha Makineni

· 2,608 Views · 3 Likes

Best Practices for Handling Bad Data in Stream Processing Platforms

Learn best practices for handling bad data in stream processing, from schema validation and duplicate detection to dead-letter queues, monitoring, and data lineage.

September 2, 2026

by Gautam Goswami

CORE

· 2,520 Views · 3 Likes

Shift-Left Without Losing the Audit Trail: Test Automation for Regulated Surgical Software

Stop maintaining audit trails by hand. Here's how regulated software teams can make traceability a byproduct of automation, not a separate deliverable.

September 2, 2026

by Dimple Bajaj

· 2,203 Views · 1 Like

Node.js Microservices Architecture: A Complete Guide

This guide walks you through the core architecture components and design patterns needed to build scalable microservices with Node.js and explains when to use each.

September 2, 2026

by Megha Verma

· 3,801 Views · 2 Likes

Golden Prompts: Turning AI Prompting into an Engineering Practice

Golden prompts turn ad hoc AI prompting into reusable, governed engineering assets for consistent, secure, high-quality outcomes.

September 2, 2026

by Josephine Eskaline Joyce, Ph.D

CORE

· 2,895 Views · 2 Likes

3D Air Quality Maps With Neo4j, Python, and R

Fetch AQI data from IQAir, store it in Neo4j, then visualize it with pydeck, Leaflet and R, plus Cypher queries showing what graph-native analysis looks like.

September 2, 2026

by Akmal Chaudhri

CORE

· 2,255 Views · 1 Like

Beyond Agent-Washing: The Engineering Principles Behind Production-Ready AI Agents

Enterprise AI agents need secure execution boundaries, deterministic logic, identity, governance, and auditing—not just intelligent models—to safely act in production.

September 2, 2026

by Igboanugo David Ugochukwu

CORE

· 3,179 Views · 1 Like

Enterprise Architecture in the AI Era: Tools, Capabilities, and the Road to Autonomy

EA tools centralize business and IT data to improve alignment, governance, decision-making, and portfolio management while enabling AI-driven automation.

September 1, 2026

by Dr Gopala Krishna Behara

CORE

· 4,591 Views · 4 Likes

Ampere PMU Profiler: A Guide to Microarchitecture Profiling

APP uses PMU metrics to pinpoint CPU stalls, cache misses, and other microarchitectural bottlenecks on Ampere processors

September 1, 2026

by Bhakti Hinduja

· 2,916 Views · 3 Likes

Designing Replay-Safe CDC Pipelines With Kafka, Debezium, and Recovery Contracts

How to design CDC pipelines with Kafka, Debezium, idempotent writes, deterministic projections, replay workflows, reconciliation checks, and recovery evidence.

September 1, 2026

by Ishan Shah

· 3,237 Views · 2 Likes

Your Quantized LLM Is Not Slow Because of the Quantization

My 2-bit model was slow because of a 778 MB memory copy per token, not the quantization. Profile what you did not compress.

September 1, 2026

by Pier-Jean MALANDRINO

CORE

· 2,744 Views · 1 Like

Building a Zero-Cost Daily Job Alert Pipeline on GitHub Actions

Run a daily cron job on GitHub Actions for free by committing a JSON file back to the repo as your database, plus the gotchas from 139 production runs.

September 1, 2026

by Mandar Chaudhari

· 4,302 Views · 2 Likes

Stop Hardcoding Database Checks: Building a Metadata-Driven Data Quality Framework

Decouple validation from code. Learn how to build a dynamic, metadata-driven data quality framework using Databricks, Snowflake, and Python.

September 1, 2026

by Kshitish Nath

· 2,447 Views · 1 Like

How to Detect AI-Generated Images in C# Using an API

Build a C# workflow that analyzes uploaded images for signs of AI generation and turns the returned risk score into a practical application decision.

September 1, 2026

by Brian O'Neill

CORE

· 3,438 Views · 2 Likes

The AI Gateway Pattern That JPMorgan, Stripe, and Every Smart Fintech Is Quietly Standardizing On

Every microservice calling OpenAI directly is a $4,000/month surprise waiting to happen. The shift nobody's writing about — but everyone at scale is building.

September 1, 2026

by Dinesh Elumalai

CORE

· 3,229 Views · 3 Likes

Evolve or Automate: What It Actually Means to Be an AI-Native Data Engineer

The role isn't disappearing. But if you're still doing the same job you were doing two years ago, you're already behind.

September 1, 2026

by Janani Annur Thiruvengadam

CORE

· 3,950 Views · 2 Likes

Designing a Dynamic Multi-Hierarchy Security Model for Analytics and Decision Support Systems

How we built row-level security across Workday HCM, Salesforce, Snowflake, Power BI, and Adaptive Planning that survives a reorganization.

August 31, 2026

by Yadi Reddy Mangannagari

· 2,693 Views · 2 Likes

Natural IDs in Your Database. I Am Telling You for the Last Time!

What about natural keys in the database? If I have a column that uniquely identifies a record, should I use it as the Primary Key?

August 31, 2026

by Mikhail Polivakha

· 2,415 Views · 2 Likes

Securing Database Connections With Mutual TLS

Mutual TLS strengthens database security by authenticating both clients and servers, reducing the risks associated with password-based authentication.

August 31, 2026

by Rahul Roy

· 2,997 Views · 1 Like

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