Operations | Monitoring | ITSM | DevOps | Cloud

Context-Driven AI You Can Trust: How Edwin AI Earns Confidence in Production

Most legacy AIOps investments underdeliver because the AI lacks context, not capability. LogicMonitor’s latest innovations expand Edwin AI’s contextual intelligence across every dimension, so recommendations are accurate, explainable, and trusted by the teams that need to act on them. Reduce incident resolution time with AI that understands your environment—not just your alerts.

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.

Ask Cortex anything, right from Slack

The Monday morning thread. Someone asks who owns checkout-service. Someone else asks what changed in the Production Readiness Scorecard last week. A third person wants to know if the Kubernetes migration is blocking the launch next Thursday. The answers exist. They live in Cortex. But getting them into the thread means someone stops what they're doing, opens a tab, finds the data, and pastes it back. By the time they do, the conversation has moved on.

ShipTalk Season 4 Finale: Engineering Excellence at AWS re:Invent

Welcome to the Season 4 finale of the Ship Talk podcast! Join special host Thomas Dockstader and several industry leaders at AWS re:Invent to discuss the intersection of AI and software delivery. The following is a series of interviews with partners, customers, and engineering leaders on the front lines of AI transformation. Don't miss the "Ship It or Skip It" segment, where our guests give their rapid-fire takes on everything from AI code reviews to the four-day work week.

Split your Bitbucket Pipelines workflows across multiple files | Bitbucket Blitz | Atlassian

Building and maintaining a 2000+ line bitbucket-pipelines.yml can be a lot of work. Now you can split large bitbucket-pipelines.yml files into multiple, smaller pipelines.yml files. These smaller files can be composed via shared pipeline syntax to replicate the functionality of the original bitbucket-pipelines.yml file. They can also be shared with and reused in other repositories.

Todd's Tenth Rule of certificate automation

I’m an old engineer at heart. Many of my ideals were formed by Joel’s Things You Should Never Do, Fred’s No Silver Bullet, and Brian’s Big Ball of Mud. One of my favorites was Greenspun’s Tenth Rule: The joke isn’t really about programming languages. It’s about a pattern: certain problems have a shape, and no matter how you approach them, you end up building the same solution, in the same order, until you arrive at the same messy place.

When Offshore Software Development Makes Sense (and When It Doesn't)

Offshore development isn't a universal solution, and treating it like one is how companies end up with cautionary tales instead of successful products. The decision to go offshore should be strategic - based on your specific circumstances rather than the generic promise of "same quality at lower cost" that every vendor website offers. This article provides an honest framework for deciding whether offshore development fits your situation - and equally important, when it doesn't.

Why Some Businesses Feel Effortless to Deal With (And Others Don't)

You've probably experienced both sides of this. One business feels easy from the start. You find what you need, get quick answers, and everything just works. No friction, no confusion. Another business? Same product, similar pricing-but somehow it's frustrating. Slow replies, unclear steps, small annoyances that add up. It's rarely about the product itself.

Automated Medical Receptionist: Benefits, Use Cases, and How to Choose the Right Solution in 2026

Healthcare organizations in 2026 are facing a growing imbalance between patient demand and administrative capacity. Clinics, private practices, and medical groups are receiving more calls, more appointment requests, and more follow-up inquiries than ever before. At the same time, front desk teams are expected to maintain accuracy, speed, and a high level of patient experience. This pressure has made administrative inefficiencies more visible and more costly, especially when missed calls or delayed responses lead to lost appointments or dissatisfied patients.