Operations | Monitoring | ITSM | DevOps | Cloud

PostgreSQL AI is gaining attention as SQL complexity increases in production environments. It addresses a common problem: extended queries that accumulate joins, nested logic, and edge cases. Without AI assistance, these queries are often harder to write and review, driving 20–40% of developer time into debugging. In practice, these challenges affect PostgreSQL users in different ways.

HubSpot QuickBooks integration is now a core operational requirement as data silos continue to disrupt workflows across 82% of enterprises. It addresses a critical failure point between CRM and accounting, where disconnected systems fragment customer, invoice, and revenue data. In practice, this separation often leads to duplicated customer data, invoice corrections, and revenue reports that lag behind real activity.

Software engineering leaders, platform leaders, and AI/ML leaders responsible for release velocity, quality, and risk management.

This guide covers some best practices that can make on-call handoffs a bit smoother. You’ll find suggestions on when to schedule handoffs, what to discuss during handoffs, and how to keep everyone updated on who’s currently on-call. Table of contents.

India is no longer just a fast-growing cloud market; it is becoming a strategically vital one. What was once a race for cost efficiency and global hyperscaler expansion has evolved. Today, India’s cloud landscape is being reshaped by a new reality: the need for AI infrastructure, true data sovereignty, and the ambition to own its digital future. Following the discussion at Civo Navigate India 2025, one thing is clear: the status quo is shifting.

Traditional alerts are simple by design: if a metric crosses a threshold, fire an alert. While that simplicity makes alerts easy to configure, it also leads to alert noise, because single metrics rarely tell the full story and often trigger during non-actionable conditions. Hosted Graphite Composite Alerts solve this by allowing you to combine multiple alert conditions using logical expressions like AND (&&) and OR (||).

If you have written any kind of end-to-end tests or UI tests you probably know that the greatest headache to deal with is test flakiness due to browser actions not behaving in the way that you expect them to behave. This flakiness can be a major bottleneck especially in CI/CD pipelines due to constant failures.

When you’re managing a handful of certificates, one big list works fine. Add a few dozen more and things get messy. Add multiple teams or projects and you’ve got a problem. Who should have access to the production certificates? What about staging? Does the contractor working on the marketing site really need to see your internal infrastructure? CertKit now supports multiple applications from our roadmap to help you sort this out.