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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

From Firefighting to Future-Building: The Human Journey to Zero Ticket IT

In today’s era of AI-powered transformation, the excitement around automation is palpable. Technology leaders race to deploy AI agents, build self-healing systems, and create digital environments that seem almost magical in their seamlessness. But amid all the buzz about automation and efficiency, it’s crucial we don’t lose sight of the most powerful force behind any successful transformation: people.

How to Strengthen Your SDLC Audit Trail with Improved Access Control in Kosli

Automating SDLC Governance is one of our key use cases. Kosli gathers all of the evidence your engineering teams need for change management and audit by recording every step in their SDLC, from commit to production, across all of their CI/CD tools. But robust SDLC governance doesn’t just depend on gathering all the necessary data - it also depends on controlling who can add to that data. And that’s exactly what our new access control feature solves.

What AI workloads really need from your network

The rapid advancement of generative AI has brought with it new challenges and complexities - particularly when it comes to networking. As organisations globally rush to leverage large language models (LLMs) to transform their operations, it’s imperative to understand that AI isn’t just about algorithms and data science, it’s also about the network that underpins it all.

Essential Python Monitoring Techniques You Need to Know

Python powers critical applications across countless organizations, from data processing pipelines to web services that handle millions of requests. While Python's readability and extensive ecosystem make it a developer favorite, its performance characteristics require thoughtful monitoring. As systems grow in complexity, understanding what's happening inside your Python applications becomes increasingly important.

Kubernetes Alerting That Won't Burn You Out

Kubernetes production environments require robust alerting to catch problems before they impact users. While monitoring shows system state, proper alerting tells you when something needs attention. This guide outlines 15 key Kubernetes alerts that help DevOps teams avoid outages and minimize downtime. For each alert, we provide implementation guidance and troubleshooting steps to resolve common issues quickly.

CRA compliance: Things IoT manufacturers can no longer do under the CRA (and what to do instead)

I’ve written about the EU Cyber Resilience Act (CRA) on our Canonical blog a few times now, and I think now’s the perfect time to talk about the implications of this new regulation and what it means for IoT and device manufacturers on the practical level of how they design and build Products with Digital Elements (PDEs).

OWASP CI/CD Part 3: Dependency Chain Abuse

As more teams rely on public repositories in their software supply chain, the dependency chain has become both a critical foundation and a potential blind spot. Dependency chain abuse is not new, but a growing list of attack vectors - like typosquatting, dependency confusion, and now slopsquatting - means security leaders need to respond quickly as attackers adopt new techniques.

Get Set Up in 5 Minutes or Less: A Fresh, Seamless Onboarding Experience

When you’re up and running with FireHydrant, there’s no better incident management experience out there. We built it that way — fast, intuitive, reliable when it matters most. Now, the first five minutes are just as streamlined and enjoyable as the rest. We rebuilt our onboarding flow from the ground up and cut setup time by over 90% in the process. With the new onboarding experience, you get a guided experience to connect your tools and get the most out of FireHydrant.

Vibe Coding for Production | full video

Vibe coding, even on a large production application, can change how a developer works. In this video, I live vibe code a real shipped feature end to end with (mostly) no edits. I'm pretty new to the practice, but I wanted to share what I've found to work pretty well. If you want to see how vibe coding works on legacy code in the real world, this may be for you. Chapters.