Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Runtime Observability for AI Agents: See What Your AI Actually Does

Last Tuesday, a platform security engineer at a mid-size fintech company ran a routine audit on their production Kubernetes clusters. The audit surfaced three LangChain-based agents, two vLLM inference servers, and a Model Context Protocol (MCP) tool runtime. None had been reported by the development teams. None appeared in any security inventory. All had been running for weeks. One of the agents had been making outbound API calls to a third-party data enrichment service every four minutes.

What Network Observability Reveals That Traditional Monitoring Misses

Modern enterprise networks have evolved into complex ecosystems that span multiple cloud environments, hybrid infrastructures, and countless interconnected devices. While traditional network monitoring has served organizations for decades, the increasing sophistication of cyber threats and the exponential growth in network traffic demand a more nuanced approach. Network observability emerges as the next evolution, providing unprecedented visibility into network behavior that traditional monitoring simply cannot match.

Rehydrate archived logs in any SIEM or logging vendor with Observability Pipelines

Security and observability teams generate terabytes of log data every day—from firewalls, identity systems, and cloud infrastructure, in addition to application and access logs. To control SIEM costs and meet long-term retention requirements, many organizations archive a significant portion of this data in cost-optimized object storage such as Amazon S3, Google Cloud Storage, and Azure Blob Storage.

Ep 14: Security IS observability: Prove us wrong

In this episode, we discuss the critical intersection of security and observability within organizations. We highlight the often contentious relationship between security analysts and SREs, emphasizing the importance of fostering a collaborative culture to effectively address incidents. All teams should focus on solutions rather than blame, as user experience is affected by both security and infrastructure issues. We explore how to break down silos, especially in the context of AI security, and encourage cross-disciplinary learning to enhance overall security practices.

Introducing Observatory and Smart Shield - see how the world sees your website, and make it faster in one click

Modern users expect instant, reliable web experiences. When your application is slow, they don’t just complain — they leave. Even delays as small as 100 ms have been shown to have a measurable impact on revenue, conversions, bounce rate, engagement and more.

Enrich, Parse, and Control Logs with Observability Pipelines for Datadog Cloud SIEM

See how Datadog Observability Pipelines helps security and operations teams take control of their log data. In this demo, we’ll walk through: With Datadog, you can normalize, enrich, and prepare high-quality log data for Cloud SIEM, supporting faster investigations, more accurate detections, and reduced operational overhead—all without third-party software.

Get started with Astra API Security platform with Observability

In this video, we’ll walk you through how to get started with the Astra API Security Platform, now enhanced with Observability features. You’ll learn how to: Whether you’re a developer, security engineer, or product leader, this guide will help you quickly set up Astra and gain complete visibility into your API security.

PII Exposed in Your Logs? Fix It Fast With Observability Pipelines

Help keep your logs secure before they leave your environment. In this video, we’ll show you how to use Datadog Observability Pipelines to easily discover, classify, and mange sensitive information—like PCI, PII, or custom patterns—from your logs on-premise to support compliance needs. You’ll learn how to: Whether you’re in DevOps, Security, or Compliance, this workflow helps support your data privacy initiatives without disrupting your existing logging setup.

The Microservices Advantage: Building Resilient and Agile SaaS Applications

In today's fast-paced digital environment, businesses need software solutions that are adaptable, scalable, and resilient. For SaaS (Software as a Service) applications, the architecture behind the product plays a crucial role in delivering these qualities. One approach that has gained significant traction is the microservices architecture - a method that structures an application as a collection of loosely coupled, independently deployable services.

First Look, Then Leap: Why Observability is the First Step in Securing your AI Agents

AI Agents aren’t coming - they’re already here! reshaping industries, enhancing productivity, and unlocking new possibilities. Embedded in tools like Microsoft 365 Copilot, Salesforce Einstein, and custom-built assistants, they’re making decisions, automating workflows, and interacting with sensitive business data in real time. This wave of innovation is moving fast, but for once, security doesn’t have to play catch-up.