Operations | Monitoring | ITSM | DevOps | Cloud

Scout MCP Server: Example Prompts, Use Cases, and What's New

The Scout MCP server connects your AI assistant directly to your Scout Monitoring data. Instead of switching between your editor, Scout, and a chat window, your assistant can pull traces, errors, N+1 insights, and endpoint metrics on its own and use that context to suggest or make fixes right in your codebase. This covers how to connect it, what to ask it, how other teams are using it, and what we shipped recently.

Resilience for an AI-Powered Future: PagerDuty's FY26 Impact Report

The impact vision for PagerDuty.org is to enable mission-driven teams to build a resilient world and a sustainable future for all. As a leader in modern, AI-first operations, we know that operational excellence supercharges social impact. As artificial intelligence rapidly reshapes the social sector, this commitment to resilience and efficiency has never been more vital.

Are AI Tools Actually Improving Developer Experience? (Experts Cut Through the Hype)

AI tools are spreading across the entire software development lifecycle - but are they actually making developers more productive, or just adding noise? In this panel from Context Conference, Najla Elmachtoub (Squadformers) moderates a sharp, no-fluff conversation with Nathen Harvey (Google, DORA program), Bill Harding (GitClear), and Jeremy Castile (GitKraken) on what's really working when it comes to AI and developer experience.

Telemetry Talks ep. 5 - OpenTelemetry in the AI agents era

Telemetry Talks explores how OpenTelemetry’s CNCF graduation arrives at a pivotal moment for AI-powered development. Together with Alex Marshalov, we dive into vibe coding, AI agents, and the growing need for observability in GenAI systems — from prompts and token usage to reasoning chains and distributed traces — using the VictoriaMetrics stack and OpenTelemetry as the foundation for understanding the next generation of autonomous software.

From Telemetry to Shared Understanding: Why Operations Teams Need Better Visual Incident Notes

Modern operations teams are rarely short on data. A production incident can generate thousands of log lines, multiple dashboards, traces across several services, deployment events, alerts, chat messages, and customer reports. The harder problem is turning that data into shared understanding quickly enough for people to act.

Best AI Video Generators in 2026

The AI video space has matured into a handful of serious contenders, each with distinct strengths. If you're trying to pick one - or understand how they stack up - this guide ranks and compares the seven best AI video generators of 2026, with clear guidance on which fits which use case. No single tool wins everything, so the right choice depends on what you're making. Throughout, we'll reference Grok Imagine as a strong all-rounder you can test free, alongside the other major options.

Why Cloud Spending Keeps Rising Across the Financial Sector

Financial institutions have spent years modernizing their technology infrastructure, but cloud adoption continues to accelerate. From global banks to fintech startups, organizations across the financial sector are increasing their cloud budgets as they look for greater flexibility, efficiency, and access to advanced technologies.