Operations | Monitoring | ITSM | DevOps | Cloud

A CISO's preview of open source and cybersecurity trends in 2026 and beyond

Open source has come a long way. Recently I was watching a keynote address by our founder, Mark Shuttleworth, in which he discussed his vision for Ubuntu to provide quality support and security maintenance across the broad open source ecosystem, and it made me reflect on how far the open source software (OSS) community has come. Indeed, when looking at today’s interoperable open source landscape, the fragmented, disconnected landscape of the past seems like another planet.

Azure Synapse Explained: Analytics And Business Value

Traditionally, companies had to use separate tools for ETL, data storage, and analytics. Often, this resulted in slow, complex, and expensive data workflows A good example is PwC’s Deals, Insights & Analytics (DIA) team, which faced similar challenges. According to Microsoft, bespoke solutions often took months to build and were difficult to merge, slowing projects and driving up costs. That changed when PwC adopted Azure Synapse Analytics. The result?

Beyond Isolated AI: How the Selector MCP Server Connects Agents, Context, and Action

AI in network operations is evolving faster than ever. But while new models and agents are emerging almost daily, they’re often working alone, with each confined to its own context, data, and domain. One model might analyze telemetry, another handles automation scripts, and a third generates summaries or recommendations. Each model might be intelligent on its own, but without a way to share context, they end up thinking in isolation, limiting what they can achieve together.

Expanding Access, Not Risk: Using the Read-Only Role in Honeycomb Teams

Observability works best when everyone who needs visibility can get it without the risk of unintentional changes. Honeycomb’s role-based access control system helps teams strike that balance with a selection of Owner, Member, and Read-Only member roles. This control gives teams more flexibility in how they share access across their organization, helping you scale visibility safely without sacrificing control.

Reimagining software delivery with AI-powered workflows in Jira & Bitbucket

If you’re like most developers, you know that writing code isn’t the bottleneck anymore. AI has made it faster than ever, and chances are you’re already using it. Yet, delivering software is still complex because of everything else you have to manage: fixing vulnerabilities, reducing tech debt, cleaning up feature flags, ensuring test coverage, writing documentation, and the list goes on. That’s why we built Rovo Dev, a context-aware AI agent for developers.

Bloom filters: the niche trick behind a 16× faster API

This post is a deep dive into how we improved the P95 latency of an API endpoint from 5s to 0.3s using a niche little computer science trick called a bloom filter. We’ll cover why the endpoint was slow, the options we considered to make it fast and how we decided between them, and how it all works under the hood.

Applying Insights From High-Performing Individuals to Business

High-performing individuals often leave their mark through transformative actions and unique mindsets. Whether they are leaders in sports, arts, or corporate settings, these exceptional people exemplify attributes that can revolutionize business practices. Understanding their approaches provides valuable lessons for teams and organizations looking to elevate performance and drive success. Insights drawn from their experiences can inspire corporate culture, enhance leadership qualities, and establish frameworks for resilience against challenges.

Why Online Protection Matters More Than Ever in Today's Connected World

Online protection has emerged as a paramount concern for individuals and businesses alike. The increasing reliance on technology for everyday activities, from online banking to remote work, brings with it a surge in cyber threats that can compromise personal and financial information. As the landscape of the internet evolves, so too do the tactics employed by cybercriminals, making effective online protection measures more crucial than ever. With data breaches on the rise and identity theft cases multiplying, understanding how to safeguard oneself online is essential for anyone navigating the digital world.

Secrets Behind Successful Workforce Software Rollouts in Large Organizations

A well-planned software rollout can change how a large organization functions. When done right, it improves teamwork, raises productivity, and keeps operations organized. Poor execution can cause delays, confusion, or resistance among staff. To succeed, companies must plan carefully and guide their teams with clarity.

After Repair, Your Phone Case Presses the Buttons? Why Small Fit Issues Cause Big Damage

You just got your phone back from a repair. The screen is shiny and new, or the back glass is no longer a spider's web. It feels great. You go to put your trusty case back on, and... something is wrong. It doesn't "snap" on with that satisfying click. It's too tight. You have to force it. Then, the real trouble starts.