Operations | Monitoring | ITSM | DevOps | Cloud

As teams scale AI and agentic workloads, log volumes can grow fast. That growth can force teams into a difficult trade-off: Keep logs searchable in their existing workflows, or store them cost-effectively for longer periods. For teams that rely on logs during incident response, compliance reviews, and long-running investigations, losing either affordability or searchability can slow down troubleshooting. Datadog and ClickHouse are partnering to help remove that trade-off.

Let’s face it, refreshing devices used to be a guessing game. IT teams would swap out laptops and desktops on a fixed schedule, hoping to keep everyone happy and productive. But in today’s hybrid, cloud-first world, that old approach just doesn’t work. Employees expect seamless experience, and businesses can’t afford to waste money on unnecessary upgrades or risk productivity dips from outdated tech. That’s where Digital Employee Experience (DEX) comes in.

This is the fourth installment in the Graviton retrospective series we've been writing since 2021. The methodology is the same one I always reach for: hold the workload constant, run both generations on the same Kubernetes namespace concurrently, and let the per-pod numbers speak.