Operations | Monitoring | ITSM | DevOps | Cloud

It’s only a matter of time. OpenAI CEO Sam Altman said in 2024 that he thought this could be achieved by the end of 2026. Personally, I feel this is a little optimistic; however, based on the evidence I’ve seen, it won’t be long after that. Consider Telegram: a global messaging giant with just 30 employees, already achieving a remarkable $1 billion in revenue. Or Midjourney, revolutionizing creative industries with only 40 employees and generating an impressive $500 million.

One of the great things about OpenTelemetry is that it’s a standard, and standards tend to proliferate. I was excited to see Claude Code add OpenTelemetry metric and log support in a recent release. What was really interesting—beyond the ability to capture usage data from Claude Code—is that you can also get pretty detailed logs about what you’re doing with Claude Code.

When someone leaves your organization, the first step IT usually takes is to disable their Microsoft 365 account. But have you ever stopped to ask: The answer might surprise you. If you’re not actively managing this, Microsoft will automatically delete that data — often in as little as 30 days. This post explains exactly what gets deleted (and when), why this is a problem, and what you can do to protect that data — without paying for unnecessary licenses.

Launching new enterprise software is one of the most strategic—but risk-laden—internal initiatives any organization can undertake. Done right, it accelerates transformation, streamlines operations, and boosts employee productivity. Done wrong, it can paralyze teams, spike IT tickets, and erode employee trust in the tools they’re given and the teams that support them.

Elephant flows are no longer rare. They’re foundational to AI workloads. In today’s GPU-heavy data centers, long-lived, high-volume flows can distort ECMP, overflow buffers, and rack up unexpected cloud bills. Kentik helps you see and tame these elephants with real-time flow analytics, automated alerting, and predictive capacity planning.

No business sets out to tolerate downtime. And yet, across industries, unexpected service disruptions continue to drain revenue, erode customer trust, and expose operational fragility. For CIOs and IT leaders, the real concern isn’t if systems will break, it’s whether your team can outpace the fallout. Because in a crisis, speed isn’t just an advantage it’s survival.