Operations | Monitoring | ITSM | DevOps | Cloud

First, I’d like to say how happy and lucky I feel to be working at Redgate on Flyway. I’m one of two Senior Product Managers in Flyway and we’ve been looking for a third to join us. We work alongside the Flyway Group Leadership Team (Group Product Manager, Architect, Lead Designer, and Development Manager) and four amazing engineering teams with embedded designers. We also work with the Product Support, Marketing, Sales, and Customer Success teams.

Teams work on databases across multiple environments (e.g., Development, Test, QA/UAT, Production) and differences can happen in these databases over time. A hot fix applied directly to Production or a quick change applied in Test while troubleshooting are examples of how the schema can diverge from what’s expected. These differences are known as drift and can cause problems with deployments making them unpredictable and harder to troubleshoot.

2025 has been quite a year! As we enter into 2026, we want to share all the great features that VictoriaMetrics Cloud has brought in the last quarter. Remember that this Quarterly Live Update is available in video format as well here: Let’s get to it!

Redis is a widely used in-memory data store, commonly deployed as a cache, session store, message broker, or fast key-value database. Because Redis often sits on the critical path of an application, having visibility into its behavior (memory usage, client connections, command throughput, cache efficiency) is essential for troubleshooting and performance tuning.

AI-powered coding assistants have transformed how developers write software. Tools like Claude Code, OpenAI Codex, Gemini CLI, Qwen Code, and OpenCode have introduced what many call “vibe coding” — a new paradigm where users describe their intent and AI agents handle the implementation details. But as these tools become integral to development workflows, a critical question emerges: how do we understand what’s happening under the hood?

Prior to working for a software company, I spent most of my career working for financial organizations. I have lots of friends who still do. Talking with one the other day, the question came up, what keeps you up at night? Her one word response was a little surprising: Fraud. Understand, she’s in charge of managing data at a bank. You’d expect maybe uptime, performance, high availability, any of the standard data management worries. Instead, it’s fraud.

InfluxDB is a widely used time-series database designed for storing and querying metrics, events, and telemetry data. It’s commonly used for infrastructure monitoring, application instrumentation, and IoT-style workloads where time-based data is central. In many environments, InfluxDB already exists as part of the monitoring or data collection pipeline, and the primary need is simply to visualize that data effectively.