Operations | Monitoring | ITSM | DevOps | Cloud

Get a practical look at how Australian government IT leaders can future-proof infrastructure with flexible, sovereign-aligned connectivity. This blog was originally published on PublicSectorNetwork.com.au on 11th June 2025 and republished with permission. As digital transformation accelerates across the public sector, Australian government agencies face a complex challenge: how to modernize IT infrastructure while safeguarding sovereignty, strengthening security, and maintaining compliance.

Your checkout API just started throwing 500s during peak traffic. You SSH into production, tail logs across six microservices, and realize the database timeout buried in service's logs is causing cascade failures. Two hours later, you've fixed it, but you're thinking: "There has to be a better way." There is. Log monitoring tools centralize logs from your entire stack, making debugging systematic instead of archaeological.

Imagine setting up your AWS configuration in Grafana Cloud by hand and clicking through menus. When you only have a few services, it’s not a big deal. But as you add more and more, keeping track of every little change becomes a headache. It’s easy to make mistakes, and before you know it, things can get out of sync and your monitoring becomes unreliable.

Kentik CEO and co-founder Avi Freedman explains why observability is not enough in the age of AI.

You write code. Open a PR. CI runs. PR merges. Prod’s on fire by 5pm. Maybe you skipped writing some tests. (It's tedious, sometimes unclear, and easy to ignore when you're racing to ship—until something breaks and you realize a test could’ve saved your Friday night.) Maybe the PR review was more of a drive-by from a teammate who barely had time to skim the diff. But reviews and tests matter.

It’s 2 AM. Your phone buzzes. A critical server’s CPU is maxing out again. But this time, the issue isn’t just high usage. It’s heat. As a network admin, you’re trained to monitor traffic patterns, patch vulnerabilities, and respond to performance slowdowns. But high CPU temperature? That’s the silent system killer many still underestimate. Without a proactive plan, it can knock out performance, rack up hardware costs, and shorten the lifespan of your infrastructure.

Modern data centers generate enormous volumes of telemetry from servers, switches, cooling systems, power infrastructure, and environmental sensors. Operations engineers must capture, store, and analyze this data in real-time to monitor uptime, maintain energy efficiency, and perform predictive maintenance using AI. Legacy monitoring systems struggle to meet today’s volume, cardinality, and latency demands.

Isn’t the "Bring Your Own Cloud" (BYOC) model the latest hot topic in the evolution of cloud-native architecture, especially for companies offering cloud-hosted platforms that must be deployed in the customer’s cloud for privacy, control, or compliance reasons? Over the past few weeks, we have been rigorously researching and discussing how to build a secure BYOC model.

It’s been a while since we’ve shared what’s been bubbling up behind these scenes are Scout. In this post, here’s an update on where we’ve been and where we’re going!

Coralogix has released its APM Dependencies feature. This feature automatically surfaces and maps the relationships within and between your software and external services. It allows fine grained tracking of which endpoints within your APIs, depend on other endpoints, or external services and database tables.