Latest Articles

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

· 2,556 Views

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

· 3,889 Views · 1 Like

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

· 2,212 Views

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

· 3,313 Views · 1 Like

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

· 2,996 Views · 2 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

· 3,479 Views · 1 Like

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

· 2,462 Views · 1 Like

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

· 2,369 Views · 1 Like

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

· 2,796 Views

Why Ping-Based Uptime Checks Are Failing Modern SaaS Architectures

Legacy server ping checks are obsolete. Synthetic monitoring solves this by simulating real user journeys to validate that actual business workflows function correctly.

August 31, 2026

by Arun Kulkarni

· 1,828 Views

How I Built a SQL Diagnostic Tool That Works Without Touching Your Database

Learn how I built an open-source SQL query analyzer that generates dialect-correct index recommendations across multiple dialects.

August 31, 2026

by Sudhakararao Sajja

· 2,010 Views

When "Roughly Right" Looks Like a Liability: Engineering Financial-Grade Data Pipelines

Learn how to build financial-grade pipelines using idempotent merges, hard-blocking dbt tests, and automated freshness alerts.

August 31, 2026

by Kiran Kumar Javangula

· 1,629 Views

Inside terraform-provider-archive: A Memory Pattern From 2016 That Scales With Your Lambdas

archive_file buffers whole files in memory. Enough lambdas and terraform apply OOM-kills your CI runner. The fix is ten lines of Go.

August 31, 2026

by Oleg Mamiev

· 1,726 Views · 1 Like

Secure AI Systems: Defending Enterprise Applications Against Agent-Era Threats

Secure enterprise AI agents with zero-trust, prompt defenses, identity isolation, secure orchestration, and continuous observability against emerging agent-era threats.

August 31, 2026

by Uthej Mopathi

CORE

· 2,504 Views · 3 Likes

How to Monitor AI Models Without Drowning in Alerts

In this article, we will discuss monitoring AI models wisely. Prioritize actionable alerts so that real issues stand out instead of getting lost in the noise.

August 28, 2026

by Aditya Shrivastava

· 2,949 Views · 2 Likes

The Reasoning Control Plane: The Missing Architectural Layer in Multi-Agent Systems

Multi-agent systems lack a governance layer for reasoning. The Reasoning Control Plane addresses this with shared context, A2A access controls, observability, guardrails.

August 28, 2026

by Sushree Mishra

· 2,574 Views · 2 Likes

Pragmatic Premature Optimization

Learn simple Java performance tips for strings, collections, enums, and initialization that make code faster without sacrificing readability.

August 28, 2026

by Alexander Radzin

· 3,374 Views · 3 Likes

Deliberate Decoupling: 6 Architectural Patterns From a Regulated WAS-to-AWS Migration

Six risk-driven patterns from a Fortune 50 insurer's first WebSphere-to-AWS migration — and why decoupling decided the outcome.

August 28, 2026

by Alka Nimje

· 2,655 Views · 3 Likes

Idempotent Output Keying for Long-Running Tasks During Rolling Deployments

During deployment, replacing a long-running task can process the same data twice, which corrupts the output and breaks consumers that need exactly-once processing.

August 28, 2026

by Kiran Kumar Manku

· 2,237 Views · 2 Likes

Feature Flag Patterns: From Release Control to Runtime Resilience

A practical taxonomy of feature flag patterns for safer releases, experiments, resilience, access, migration, and runtime control.

August 28, 2026

by Josephine Eskaline Joyce, Ph.D

CORE

· 2,192 Views · 1 Like

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