Operations | Monitoring | ITSM | DevOps | Cloud

Where AI automation actually earns its place in IT operations

The promise attached to AI in operations has outrun the evidence. The pitch, repeated across keynote stages and vendor decks, is that AI will run your operations: detect, decide, remediate, and close the loop while the on-call engineer sleeps. It is a tidy story. It is also not the one that holds up at three in the morning when a cascading failure is halfway through your fleet.

Customers over control: how we measure On-call reliability

Our On-call product has a lot of great features: configuring escalation paths, viewing rotas and schedules, requesting cover, etc. However, when framing its reliability, we reduce it down to two critical pieces of functionality: It’s not that we’re happy if only these parts are working, but they are the most important parts. In this post, I'll go into more detail on how we think about their reliability.

How to Manage Complex On-Call Rotations and Schedules

A simple round-robin rotation works well when you have a small team with a single service and predictable incident patterns. It breaks down quickly when you have engineers across three continents, multiple services with different criticality levels, a mix of senior and junior responders, and a team that expects fair, sustainable coverage across weekends, holidays, and different time zones.

How to Add On-Call Rotations to Google Calendar

Your on-call rotation lives in a scheduling tool or a spreadsheet. Your engineers' actual work schedules live in Google Calendar. When these two systems do not talk to each other, engineers are constantly context-switching to figure out who is on-call and when. They miss shift reminders. They schedule personal appointments during on-call windows. And handovers get messy because nobody has a single place to see the full picture.

The Follow-the-Sun Field Log: Running an SRE Rotation Across Lisbon, Singapore and Austin in One Quarter

Quick note before we start. At 03:17 on a Tuesday in Lisbon, a watch buzzes against a hotel pillow. Two seconds later a phone screen lights the ceiling: P1, payments-writer-secondary, error rate seventy-eight percent. The on-call lead is twelve thousand kilometres from her desk. The team's five-minute escalation service-level objective is already running. The next ninety seconds will decide whether this is a clean save or a long retro.

Who's on call? How Claude helped us calculate this 2,500x faster

Schedules are a core part of any on-call system. In ours, they define who to page and when. But people use them in lots of other ways too: checking their next shift, asking for cover while at the gym, keeping a Slack user group up to date, or updating a Linear triage responsibility. For many of our customers, they’re one of the main ways they interact with our product, and as they’re such a foundational part of On-call, it’s very important they work well.

Best Call Routing Software for On-Call Teams in 2026 (After-Hours & Emergency Routing)

Most teams don’t go looking for “call routing software.” They’re trying to solve something more immediate: calls coming in after hours, no clear owner, and something important getting missed.

Improving On-Call Efficiency with Advanced Call Routing Strategies

There's a moment every on-call team knows too well when the phone rings, and everything depends on what happens next. Whether it's a late-night support request, a critical system alert, or a patient emergency, every call carries urgency. But when calls are misrouted, delayed, or dropped, the impact goes beyond inconvenience. It affects trust, response time, and ultimately the outcome.

Updated Web Management Console Demo | On-Call Management, Hospital Communication & Call Routing

See the next-generation OnPage Enterprise Web Management Console in action, built to simplify on-call scheduling, incident alerting, critical communication workflows and post-event reporting. In this demo, we walk through how teams can: Manage on-call schedules and escalation pathsSend and track critical alerts in real timeGain visibility into alert activity, read rates, and response timelinesConfigure contact groups and communication workflowsUse the new Lines Management module to set up call routing, menus, and rules through a self-service interface.

On-Call Scheduling for Small Teams: Skip the Enterprise Complexity

Updated April 02, 2026 Most on-call guides are written for companies with 50+ engineers, dedicated SRE teams, and budgets for tools that cost $21 per user per month before you even add a second escalation tier. If you have 5 people and a product that needs to stay up, that advice doesn't apply to you. I'm Leo, founder of Hyperping.