Operations | Monitoring | ITSM | DevOps | Cloud

Capacity Planning Under Constraints: An Off-Grid Analogy for Edge Deployments

When laptops, mobile hotspots, lighting, portable power stations, and other electronics all need to operate at an off-grid campsite, the question is no longer simply how many devices were packed. It is how much workload a limited pool of resources can support. From a capacity-planning perspective, this makes an off-grid campsite a useful analogy for an edge deployment: power is limited, connectivity is unreliable, physical space is constrained, and every component has to be deployed again on arrival.

Generative AI in Banking: Balancing innovation, risk, and operational readiness

Generative AI (GenAI) is moving quickly into banking. According to a 2025 survey by McKinsey, 52% of financial institutions surveyed already consider GenAI a priority, while another 39% are interested but have not yet made it a top priority. As adoption grows, banks need to think carefully about what AI agents can access, which identities it uses, what actions it can take, and whether those activities can be traced when something goes wrong.

The invisible cost of poor digital experience: what happens when your company does not have DEX data

Your sales team missed an important meeting because a laptop froze in the middle of the presentation. The finance team recreated a spreadsheet three times because Excel closed by itself. None of these incidents became a ticket. None were recorded. But both cost money. Most companies measure IT health through technical indicators: servers up, systems online, tickets resolved.

AI-Powered Incident Communications

Publish internal and external status page updates without leaving your Slack incident channel. SRE Agent brings in Scribe Agent to capture the bridge call and channel discussion, drafts the update from that context, and surfaces it in Slack for a responder to review and publish. Stakeholders stay informed. Responders stay on the fix. Now in rolling GA for customers using Slack and Status Pages.#IncidentManagement.

Q3 2026 Recap: Up to 4x Faster Single-Series Queries, Distributed Compaction, and Telegraf Controller High Availability

Q3 was a packed quarter, with releases across InfluxDB, Telegraf, and Amazon Timestream for InfluxDB that help deployments and fleets grow without slowing down. InfluxDB 3.11 brought performance improvements for heavier, more complex workloads to GA in InfluxDB 3 Enterprise. InfluxDB 3.12 followed with roughly 3x faster bulk imports, distributed compaction in beta, per-database schema enforcement, and generally available role-based access control.

Governing AI Agents From the Inside: What We Learned Building AgentPatrol

When every employee is building AI agents, seeing what they did afterward isn't enough. AgentPatrol's in-flow governance runs inside the agent's execution flow—pausing for human approval, enforcing policies by value, masking PII, and stopping runaway agents before costs spiral.