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Masterclass: AI is more than ChatGPT and LLMs CVE-2026-39987 update: How attackers weaponized marimo to deploy a blockchain botnet via HuggingFace Kubernetes 1.36 - New security features 5 steps to securing AI workloads Marimo OSS Python Notebook RCE: From Disclosure to Exploitation in Under 10 Hours Security briefing: March 2026 The Sysdig MCP server is now available in AWS Marketplace Risk isn’t reduced until you take action: How teams resolve issues in the cloud AI infrastructure security: Why it deserves its own category Three pillars for building effective runtime-powered cloud defense, the right way Closing the cloud security gap with runtime security Seeing risk isn’t stopping it: Why visibility alone isn’t enough TeamPCP expands: Supply chain compromise spreads from Trivy to Checkmarx GitHub Actions AI coding agents are running on your machines — Do you know what they're doing? 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How runtime insights power every cloud security use case
Marla Rosner · 2026-03-23 · via Sysdig Blog

Innovation in the cloud is all about speed. But speed without clarity can be risky. Attackers today move in seconds, not days, and traditional security tools that rely on static snapshots can’t keep up. To defend innovation, organizations need visibility into what’s actually happening in their cloud environment, in real time.

That’s where runtime insights come in. Runtime insights give security teams live visibility into what’s running, what’s risky, and what’s being exploited in the moment. They cut through noise, prioritize real risk, and accelerate response.

In this blog, we’ll explore why runtime insights are foundational to cloud security, and how they power every use case from vulnerability management to cloud detection and response.

What are runtime insights?

Most cloud security tools take periodic snapshots. They tell you what should be happening — but they miss what’s actually going on.  

According to Sysdig research, attackers can move from stolen credentials to full exploitation in under 10 minutes. Without runtime insights, defenders are left blind during those crucial early moments. Runtime insights close that gap by continuously monitoring live activity across workloads, identities, and cloud services.

By focusing on what’s in use at runtime, security teams can:

  • Prioritize vulnerabilities that pose real risk instead of drowning in alerts.
  • Detect threats as they unfold, not after the damage is done.
  • Spot misconfigurations and excessive permissions being actively exploited.
  • Respond with context in seconds instead of hours or days.

In short, runtime insights are the most honest signal in cloud security. They expose the truth of what’s happening right now — empowering teams to act with speed and precision. And they provide critical visibility and context across every major cloud security use case.

Use case 1: Vulnerability management

Vulnerabilities are a top source of cloud risk, but not all are created equal. Traditional scanners overwhelm teams with alerts, many of which have no real impact. Runtime insights change the game by showing which vulnerabilities are actually in use in running workloads.

With this context, teams can:

  • Prioritize fixes for packages active in production.
  • Eliminate 95% of false positives and noise.
  • Accelerate remediation by embedding vulnerability scanning into CI/CD pipelines.

The result? Faster fixes, less wasted effort, and greater confidence that the most critical risks are being addressed.

Use case 2: Cloud security posture management (CSPM)

CSPM tools help uncover misconfigurations, but without runtime context, they can generate an overwhelming list of issues. Runtime insights separate the signal from the noise by prioritizing misconfigurations and active cloud risks that need to be addressed immediately.

With runtime insights, organizations can:

  • Detect posture drift and misconfigurations in real time.
  • Gain real-time visibility into inventory and posture changes, reducing the time attackers have to exploit weaknesses.
  • Demonstrate compliance with frameworks like SOC 2, HIPAA, and PCI.

For teams struggling with alert fatigue, this means fewer false alarms, faster audits, and stronger cloud posture.

Use case 3: Cloud infrastructure entitlement management (CIEM)

Excessive permissions are a top cause of cloud breaches. In fact, 90% of granted permissions are never used. Runtime insights identify which permissions are active and risky in real time.

This helps teams:

  • Enforce least privilege access in minutes by mapping in-use permissions.
  • Eliminate unnecessary entitlements that could be exploited.
  • Reduce the blast radius of compromised credentials.

Instead of combing through endless IAM policies, security teams get a clear view of which permissions truly matter — and can take action immediately.

Use case 4: Cloud detection and response (CDR)

Cloud threats evolve fast, often striking in minutes. Legacy tools can’t provide the visibility needed to detect and stop them in time. Runtime insights enable a cloud detection and response solution to spot threats in seconds and guide rapid, automated response.

With runtime-driven CDR, teams can:

  • Detect suspicious behavior like reconnaissance or privilege escalation in real time.
  • Correlate signals across workloads, identities, and vulnerabilities.
  • Investigate incidents five times faster than with traditional tools.

By surfacing live activity, runtime insights reduce the risk of breaches and help organizations meet the 555 Benchmark: detect in 5 seconds, correlate in 5 minutes, and respond in 5 minutes.

The benefits of runtime insights across use cases

Whether it’s vulnerability management, CSPM, CIEM, or CDR, runtime insights are the common thread. They provide the real-time context needed to:

  • Cut noise: Reduce irrelevant alerts and false positives.
  • Focus resources: Direct teams to the risks that matter most.
  • Accelerate response: Move from detection to remediation in minutes, not hours.
  • Prove ROI: Deliver measurable savings in time, cost, and risk reduction.

Runtime insights are not just a feature — they are the foundation for securing cloud innovation the right way.

Final thoughts

The cloud moves fast. Attackers move faster. Security teams can’t afford to rely on outdated snapshots or reactive tools. By grounding every decision in runtime insights, you gain clarity, control, and confidence.

From finding and fixing the right vulnerabilities, to enforcing least privilege, to detecting attacks in seconds, runtime insights power every cloud security use case. They help you secure every second of your cloud journey — without compromise.

Sysdig named a Leader in The Forrester Wave™: Cloud Native Application Protection Solutions, Q1 2026

Read the report