Operations | Monitoring | ITSM | DevOps | Cloud

How to use AI tools more effectively: Tips from Datadog Engineers

A growing number of engineering organizations have adopted or are trialing agentic AI-based coding tools and LLMs in an effort to increase their teams’ development velocity. If you’re a developer, this means you’ve likely had to try out different agentic tools and models and determine how to best incorporate them into your existing workflows.

FrogML SDK: the Gateway to Model Governance

Data-driven decisions are critical. And to support high-stakes decision-making – from fraud detection in credit card transactions to demand forecasting in retail – organizations are increasingly relying on complex models. According to McKinsey, 78% of organizations report using AI in at least one business function, highlighting just how embedded AI and ML models have become in operational and strategic decision-making.

How to monitor Claude usage and costs: introducing the Anthropic integration for Grafana Cloud

Generative AI is becoming a core part of modern applications, making it essential to monitor and manage how these services are used. That’s why, today, we’re excited to introduce the Anthropic integration for Grafana Cloud, a new solution that lets you connect directly to the Anthropic Usage and Cost API from within Grafana Cloud.

The Observability Problem Isn't Data Volume Anymore-It's Context

For years, the observability industry has been obsessed with one thing: data volume. We've built incredible pipelines, optimized agents, and scaled storage to handle petabytes of logs, metrics, and traces. The promise was simple: collect more data, get more visibility. But we've hit a wall.

Early Warning Signals now available via Webhooks

We’re excited to announce that Early Warning Signals — proactive alerts that notify you of potential service issues before official acknowledgment—are now fully supported in StatusGator Webhooks. With Early Warning Signals delivered through your webhook integrations, you can detect early signs of trouble and act before a full incident is posted. This means more time to prepare, fewer surprises, and better uptime for your customers.

Your APIs Are Green. Your Background Jobs Are Dying.

Launch Week Day 2: Introducing Discover Jobs Your dashboard looks perfect. APIs responding in 80ms. Error rates at 0.02%. Kubernetes pods healthy. Everything's green. Then Slack explodes: "Why didn't my invoice generate?" "Where's my password reset email?" "The data export I requested yesterday is still processing?" You check your job queue. Sidekiq dashboard shows 47,000 jobs processed today. Redis looks fine. Workers are running. But somehow, your business logic is silently falling apart.

IT Security and Compliance Guide

This guide provides a comprehensive overview of IT compliance and the part it plays in IT security. It will also help you choose the right compliance reports tool for your company. As you get started, SolarWinds Security Event Manager (SEM) comes highly recommended as a near-automated IT security compliance solution that enables you to verify IT compliance and helps you perform many compliance-related IT operations.

10 Best PCI Compliance Software and PCI DSS Tools

PCI DSS is an industry security standard existing primarily to minimize the risk of debit and credit card data being lost. This is in the interest of both the customer and the merchant, because if data is lost or misused, the merchant could be subject to legal action. To protect yourself and your customers, you first need to understand the six PCI DSS control objectives and how to meet them.

Ultimate Guide to PCI DSS Compliance Requirements

When you make a credit card transaction, the last thing you want to think about is your data getting stolen. Fortunately, credit card companies put several measures in place to make sure this doesn’t happen. For businesses dealing with customer payments, PCI DSS compliance measures are a simple and necessary step in making sure customer credit card data is well protected. Ensuring PCI compliance can be a complex undertaking.