Operations | Monitoring | ITSM | DevOps | Cloud

Managing the cost of foundation models is a critical challenge as AI adoption surges, particularly for teams using powerful models like Anthropic's Claude Opus and Claude Sonnet. Growing teams generate larger prompt volumes and escalating model complexity, making it difficult to have clear visibility, accountability, and control of cloud AI spending.

When it comes to building fast, reliable, and user-friendly PHP applications, performance and stability are everything. A small slowdown in load times, a memory leak, or unhandled errors can frustrate users, impact revenue, and harm your brand’s reputation. This is why PHP Application Monitoring has become a necessity for businesses of all sizes.

Automation has transformed incident response within individual teams. Diagnostic scripts, runbooks, and alert systems help engineers troubleshoot and resolve issues more efficiently. Translating those gains across the organization remains a challenge. Most automations are built in silos and not designed to work together. The result: disconnected workflows, inconsistent outcomes, and too much manual effort, leaving teams with less time for the strategic work that drives innovation and resilience.

If your organization is anything like ours, then you’ve probably embraced using large language models like Claude. Just last week, we gave all Honeycomb employees access to Claude. Now, developers can generate AI-assisted code, product managers can perform analysis on customer usage trends, marketers can test messaging, sales can do customer discovery and we are shipping AI-powered features to improve user experience.

Redgate Flyway is renowned for its low-friction, SQL-first approach. Our customer stories share the wins seen in organizations worldwide for Redgate Flyway. And when it comes to community endorsement for Flyway OSS, the GitHub and Docker statistics prove it, with 9k+ GitHub stars and 50M Docker downloads advocating for its appreciation.

Much like your lawn after a good rain, your attack surface will grow rapidly if left unchecked. And an increase in cybersecurity risk comes along with that increase in attack surface size. While risk can’t be eliminated outright (because attack surfaces are always evolving), you can manage it to keep your overall risk levels in line with your risk appetite.

AI is surging into products. And the invoices are exploding with it. The key question is no longer, “How much did we spend?” It’s now: “Was it worth it?” That shift, from totals to value, is at the heart of FinOps. The FinOps community defines the practice as bringing financial accountability to the cloud, so teams make tradeoffs with clear business context. In plain English, measure value per dollar, then optimize the system and not just the bill.

Last month, Starlink suffered its largest outage in years, arguably its biggest since becoming a major internet provider. In addition to the millions of individual customers around the world, the outage disconnected the Community Gateways, customers of Starlink’s new transit service. In this post, we delve into the outage and its impact on these far-flung networks.

One of the biggest benefits of the cloud is that it gives engineering teams the freedom to deploy and iterate applications quickly. Unlike traditional IT environments where engineers require a series of approvals before embarking on projects, in the cloud, engineers can choose from several managed services and deploy them at the click of a button. This means your team can innovate faster and respond quickly to market demands.