Operations | Monitoring | ITSM | DevOps | Cloud

Introducing Native Flyway Support for Harness Database DevOps

Harness Database DevOps has added Flyway support alongside Liquibase, offering teams a choice between structured changelogs and SQL-first migration scripts. This multi-engine approach ensures developers can use their preferred tool while benefiting from centralized governance, automated safety features, and a unified pipeline for all database changes. The goal is to make database delivery safer, more automated, and flexible across the enterprise.

Fork Your Database for Staging & Testing

Learn how to quickly create a fork of your Aiven for PostgreSQL instance to set up a safe staging or testing environment. In this demo, we walk you through selecting your project and service, navigating to the backups & forking section, naming your new instance, choosing the cloud provider and plan, and finalising the fork to replicate your original database. This approach allows you to test changes safely without affecting your production database, making development and QA workflows much more reliable.

Maintaining Software Excellence in the Age of AI Coding Assistance

In this preview of his AWS re:Invent session, Cortex CTO & Co-Founder Ganesh Datta breaks down how AI coding assistants are transforming software development, and what high-performing teams are doing to keep speed and reliability in balance. You’ll learn: If you care about AI, engineering velocity, or building sustainable systems, this is a must-watch. Full Session: December 3 at 2:30 PM Learn more about Cortex: go.cortex.io/reinvent.

The AI Workload Punishes Bad Habits

The AI workload presents the ultimate challenge, highlighting the structural limitations of the traditional hyperscaler model. In this segment from a Civo Navigate London 2025 session, Kelsey Hightower explains exactly why AI adoption forces enterprises to confront flawed architecture and rising astronomical costs. When specialized hardware is scarce and rented GPUs sit idle at a premium, it’s clear that traditional cloud providers were not built for this era. Data that didn't move is forcing organizations to move compute back to where it lives.

Automating Network Devices with NETCONF and YANG in Puppet Edge

This video offers a practical guide to automating network devices using YANG data models and the NETCONF protocol while using Puppet Edge. Gain the knowledge to streamline your network operations and enhance consistency. Perforce Puppet gives IT operations teams back their time and offers peace of mind with infrastructure automation that enables security and compliance.