Databases Resources

Ensuring Data Consistency in Distributed Systems With the Transactional Outbox Pattern

Ensure data consistency during dual-writes by saving outgoing events to the database alongside primary data, then using a worker to relay them to a message broker.

April 7, 2026

by Henry Yu

· 3,603 Views · 2 Likes

The ORM Is Over: AI-Written SQL Is the New Data Access Layer

ORMs add hidden complexity and unpredictable performance as apps grow. With AI, you can generate clear raw SQL fast and run it safely.

April 7, 2026

by Satyam Nikhra

· 6,051 Views · 1 Like

The Embed Is the Product: Rethinking AI Distribution

APIs give access, and embeddable UI gives distribution. Ship embeddable UI components with escape hatches. Harder to build, but worth it.

April 6, 2026

by Ashish Shubham

· 2,997 Views

Chat with Your Oracle Database: SQLcl MCP + GitHub Copilot

MCP gives Copilot a standard way to call tools (like SQLcl) without custom integrations. SQLcl runs locally and talks to Oracle; SQL MCP exposes an MCP server over stdio.

April 3, 2026

by Sanjay Mishra

· 4,169 Views

Retiring a Tier-0 Legacy Database Without Breaking the Business

Tier-0 database migrations succeed only with deterministic transformations, reproducible validation, and irreversible-aware cutovers under real production constraints.

April 3, 2026

by Karan Ashok Luniya

· 2,312 Views · 1 Like

Reducing Deployment Time by 60% on GCP: A CI/CD Pipeline Redesign Case Study

We reduced deployment time from 52 minutes to 19 minutes by redesigning our CI/CD pipeline on GCP, eliminating manual steps and infrastructure bottleneck.

April 3, 2026

by Ankush Madaan

· 2,302 Views

AWS Migration Tools Compared: DMS vs SMS vs CloudEndure

This article compares AWS DMS, SMS, and CloudEndure, explaining their differences and helping teams select the most suitable AWS migration tool.

April 2, 2026

by Ankush Madaan

· 2,463 Views

Securing Error Budgets: How Attackers Exploit Reliability Blind Spots in Cloud Systems

Attackers exploit SRE blind spots. Treat security like reliability: track breach budgets, monitor configs and access, automate detection, and respond systematically.

April 2, 2026

by Oreoluwa Omoike

· 2,864 Views · 1 Like

The Airlock Pattern: A Mathematician's Secret to Preventing Cascade Failures

The reason your staged rollouts still cascade, and the drain-before-advance pattern that fixes it, is inspired by one of history's greatest mathematicians.

April 2, 2026

by Jithu Paulose

· 1,688 Views

Mastering Azure Kubernetes Service: The Ultimate Guide to Scaling, Security, and Cost Optimization

Learn to optimize AKS with automated scaling, robust security policies, and cost-saving techniques for high-performance cloud clusters.

April 2, 2026

by Jubin Abhishek Soni

CORE

· 3,129 Views · 1 Like

Secure Access Tokens in Web Applications: A Practical Guide From the Field

Secure access tokens with strong validation, short expiry, safe storage, and revocation to prevent theft and account takeover.

April 1, 2026

by Syed Saud

· 3,376 Views · 3 Likes

SELECT AI Query Integration Using Oracle Autonomous Database 26AI and OpenAI

A custom framework testing Oracle 26ai’s ability to convert natural language into SQL using the 22 TPC-H benchmark. With no prompt engineering, it achieves high accuracy.

April 1, 2026

by Sanjay Mishra

· 3,558 Views

DocumentDB on Kubernetes

Securely connect to a MongoDB DocumentDB replica set in Kubernetes using mongosh with credentials retrieved dynamically from Kubernetes secrets for direct access.

April 1, 2026

by Abhishek Gupta

CORE

· 3,021 Views

Reliability Is Security: Why SRE Teams Are Becoming the Frontline of Cloud Defense

In cloud systems, reliability and security are the same problem — security changes can cause outages, and attacks often appear as operational issues.

March 31, 2026

by Oreoluwa Omoike

· 3,499 Views · 1 Like

The "Bus Factor" Risk in MongoDB, MariaDB, Redis, MySQL, PostgreSQL, and SQLite

Ever wonder what would happen to an open source database project in case its main developers “get hit by a bus?" That’s what the “bus factor” measures.

March 30, 2026

by Alejandro Duarte

CORE

· 3,225 Views · 2 Likes

Azure Cosmos DB Playground: Learn and Experiment With Queries in Your Browser

Interactive, browser-based Azure Cosmos DB playground to learn, prototype, and test SQL queries instantly — no setup, installation, or cloud costs required.

March 30, 2026

by Abhishek Gupta

CORE

· 1,048 Views

The Aggregate Reference Problem

How can one aggregate reference another aggregate’s data while preserving strict ownership boundaries? That is the aggregate reference problem.

March 30, 2026

by Jan Nilsson

· 1,051 Views

Scaling AI Workloads in Java Without Breaking Your APIs

Learn how to scale AI inference workloads in Java using async and event-driven patterns, maintaining stable APIs while improving performance and resilience.

March 27, 2026

by Ramya vani Rayala

· 3,980 Views · 3 Likes

Designing High-Concurrency Databricks Workloads Without Performance Degradation

Enable liquid clustering and auto-optimize by default. They handle layout, conflicts, and compaction automatically as workloads scale.

March 27, 2026

by Seshendranath Balla Venkata

· 4,013 Views · 3 Likes

DNS Propagation Doesn't Have to Take 24 Hours

DNS propagation doesn’t have to take 24–48 hours. Learn how TTL settings control DNS caching and how to make updates in minutes, not days.

March 27, 2026

by Karl Hughes

· 2,728 Views · 2 Likes

The Latest Databases Topics