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How to cut AI infrastructure spending without reducing GPU capacity

Every infrastructure leader running AI workloads is staring at the same problem: GPU spending keeps climbing, the finance team wants a justification, and the operations team is caught between proving the infrastructure is necessary and explaining why the returns aren't keeping pace with the investment. The instinctive response is to either procure more capacity to handle growing demand or cut back on what's already deployed. Neither actually solves the problem.

Test PostgreSQL With the Queries Your App Actually Runs

The first number from my local PostgreSQL 16 test was roughly 1,600 statements per second. It looked impressive. It was also the least useful result in the run. The useful part was the workload. It came from queries the demo app had actually sent: the same prepared statements, parameters, reads and writes. A synthetic benchmark tells you how PostgreSQL handles a synthetic workload. It does not tell you whether your migration just broke the UPDATE your app depends on.

More flexible color customization for status pages

We’ve expanded status page color customization to give you more control over your branding and support a wider range of color combinations. Previously, you could select one primary color and one text color for each theme. These colors were applied across multiple elements, which could make it difficult to achieve the right contrast or match certain brand styles. Now, you can customize individual parts of your status page separately for both light and dark themes.

Why Manual SAP Patch Validation Fails

Validating SAP patches means answering three questions before anything reaches production: does this apply to my systems, what does it depend on, and what breaks if it goes wrong? For most SAP teams, the answer still comes from manual work. Someone reads the note, checks a component version by hand, updates a spreadsheet, and trusts memory for the rest. That can work, but it depends on one person’s head, or on a spreadsheet that slowly goes stale. The failure mode is usually not a bad patch.

AlmaIQ in practice: when AI solves productivity problems in minutes

In a market where new tools and technologies are constantly emerging, it is easy to get carried away by features. The real differentiator, however, lies in the impact a solution has on operations. That is what stands out most about Almaden’s solutions. More than a Digital Employee Experience (DEX) platform, it turns data into decisions. It enables IT teams to anticipate problems, act proactively, and improve the user experience.

Protecting releases, fixing bugs with Sentry & LaunchDarkly

As fast as AI can generate code, getting that code to production still tends to slow things down. It makes sense. When code breaks in production it’s not just a nuisance; it’s a full-blown incident. And can have big impacts for your company and customers. The question really is, can you catch broken code as quickly as you can ship it? In this livestream, Peter McCarron, Technical Product Marketing at Sentry, is joined by Tom Totenberg, Head of Release Automation at LaunchDarkly, to talk about how you can automatically protect new releases from code merge to error detection.

Tech Talk #15 - How VictoriaLogs Go Fast

Go is fast because of decisions most engineers never see. Jesus walks through how VictoriaMetrics uses Go to process logs at scale, the tradeoffs behind those choices, and what breaks if you get them wrong. If you write Go or run log pipelines, this is 30 minutes worth blocking your calendar for. Resources for Further Learning.

AI Everywhere: The Ivanti Neurons Story | Ivanti

See how Ivanti is making AI work for IT and security teams. Watch now and discover how Agentic AI transforms the experience for end users, IT, and security. Ivanti has been building AI into the Ivanti Neurons platform since 2020 and 2021, embedding machine learning into the platform from day one. Now, with Agentic AI, Ivanti is transforming the entire experience — making it seamless for end users, IT, and security teams to drive innovation and increase productivity.

Preventing Burnout Is Actually a Hiring Strategy

No one's ever been on their deathbed wishing they'd worked more — and your team knows that too. When people feel like they can be their full selves and actually live their life, they stay longer. And if they do leave, they're far more likely to recommend your company as a great place to work. Watch the full IT Leadership Lab session — linked above.