How to Detect Prompt Injection Fast Enough to Stop It
Your prompt injection classifier is working. It scored the retrieved policy document clean, and the...
Jul 13, 2026
Sysdig detects the attack. It does not tell you the story.
That distinction is why you are reading this. Sysdig’s runtime detection is real: Falco is theirs, the eBPF foundation is theirs, and their reachability numbers beat most alternatives. But detection was never your problem. Your problem is the hour after, when one attack sits in your queue as separate findings, and connecting them is manual work you do while the attacker keeps moving.
Three gaps create that hour. Sysdig’s detection runs strong through the workload and stops there, with no endpoint and workload layer to tie cloud, cluster, and container signals into one chain. Its claimed coverage does not extend to L7, so application-layer attacks like SQL injection surface as side effects, if they surface at all. And once you have a finding, the remediation risk is yours: Sysdig does not verify that a fix will hold against the running workload before you ship it.
Every platform on this list closes at least one of those gaps. Only one closes all three. ARMO correlates four layers into a single attack story, detects at L7, and checks every recommended fix against live workload behavior first. Wiz, Sweet Security, Upwind, and Prisma Cloud each bring something Sysdig lacks, and each gives something up against ARMO.
The rest of this article is that comparison, gap by gap.
Those three gaps compress into one test. Detection that spans the cloud control plane, the Kubernetes API, the workload, and the application layer, correlated into a single narrative.
Picture it in motion. An attacker uses a leaked cloud credential to push a change at the cloud layer. That triggers an unusual Kubernetes API call. Inside the cluster, a container starts a process it has never run before, then reaches out to exfiltrate data at the application layer. Four signals. In most stacks, four tools’ worth of noise; on a passing platform, one correlated alert that reads as a story. Sysdig sees the middle two clearly and hands you the ends.
The good news is that you already know what to test for. You have run the investigations. You know which alert took four tools and three hours to piece together.
So the choice depends on why you are leaving Sysdig. If it is about the full chain, the closest options are ARMO, Sweet Security, and Upwind. If it is about broad multi-cloud posture coverage, Wiz and Prisma Cloud are the names to weigh. The five below are ordered with that in mind.
ARMO correlates the cloud control plane, the Kubernetes API, the workload, and the application layer into one attack story. This is the capability the rest of this list is measured against, and it is where ARMO separates from Sysdig most clearly: Sysdig detects well at the workload, and ARMO ties the endpoint and application layers into the same narrative.
ARMO detects L7 attacks, including SQL injection and SSRF, at the application tier, which Sysdig does not claim. For teams running services that take untrusted input, that is the difference between seeing the exploit and seeing only the process it spawned.
ARMO verifies a recommended fix against the running workload before it hands it to you. The safety comes from observed runtime behavior. We have written before about how runtime behavior makes a fix safe to ship; the short version is that knowing what a workload actually does lets you tighten it without breaking it.
ARMO generates seccomp profiles automatically from observed runtime behavior, and, like Sysdig, it can generate Kubernetes network policies from that same behavior. Seccomp profile generation is the piece Sysdig does not claim. All of this runs on eBPF at 1 to 2.5% CPU and around 1% memory, with no sidecars to inject.
ARMO maintains Kubescape, the CNCF project it created, now incubating and used by more than 50,000 organizations with over 11,000 GitHub stars. That matters here for a specific reason: it gives teams a low-floor way to start, the open-source project plus a free tier for clusters up to ten nodes. That is the honest answer if cost is part of why you are leaving.
The common objection to a younger platform is whether it is ready for your scale. ARMO’s detection and response was integrated into the Rapid7 Command Platform as of January 2026, the kind of validation legacy buyers tend to ask for.
Wiz is the strongest answer on this list if your reason for leaving Sysdig is breadth. Its multi-cloud posture coverage is the widest here, its agentless onboarding is fast, and its market presence means integrations and ecosystem support are rarely a question. For a team that wants the broadest possible cloud coverage quickly, Wiz is a step up from Sysdig on that axis.
The limit is runtime depth. Wiz built its business on agentless scanning, which sees what cloud-provider APIs expose, and that is a narrower view than runtime. Its runtime detection, Wiz Defend, arrived as a later add-on, and the correlation graph is posture-led. When we compared ARMO and Wiz directly, the pattern held: agentless-first coverage is broad but does not match runtime-native depth, and the full four-layer attack story is not where Wiz competes. Wiz also maintains no open-source runtime project of its own; its own academy recommends running Kubescape.
Sweet Security is the closest modern peer on this list. It brands itself around cloud application detection and response, with a unified detection-and-response workflow, application-layer reach, and vulnerability management strong down to the function level. If you are leaving Sysdig because it feels older-generation, Sweet is a modern alternative built on the same eBPF foundation.
Where it comes up short against ARMO is the open-source foundation and the surrounding model. Sweet has detection and response. What it lacks is a CNCF open-source project at its core, transparent commercial terms, and a free or air-gapped entry path.
Upwind beats Sysdig on two axes. Its reachability is function-level and around 95%, and its live topology mapping shows what is actually talking to what. On runtime depth specifically, Upwind is closer to ARMO than most of this list.
The gap is the rest of the chain. Upwind covers cloud detection and function-level reachability into the application layer, and it does not assemble the full four-layer chain that ties cloud, Kubernetes API, workload, and application into one story. It also maintains no open-source runtime project, and its commercial terms are opaque.
Prisma Cloud is the enterprise-breadth option. Its coverage across environments and compliance frameworks is wide-ranging, it carries the weight of the Palo Alto Networks portfolio, and through Cortex Cloud it offers code-to-cloud-to-SOC detection and response. If your driver for leaving Sysdig is enterprise reach and compliance coverage, Prisma is built for that.
The trade-off is integration and Kubernetes depth. Prisma’s platform is assembled from acquired parts: runtime arrived through the Twistlock acquisition, and that history shows up as a collection of capabilities spread across separate tools. It maintains no CNCF open-source runtime project, and its Kubernetes-native runtime depth is more limited than a Kubernetes-first platform’s.
The field has moved past “who has runtime.” Every platform here detects at runtime, Sysdig included. What separates them is whether detection becomes one attack story and whether the fix is safe to ship.
So before your next renewal, run the test on your own cluster. Does the platform correlate signals from the cloud control plane, the Kubernetes API, the workload, and the application layer into a single chain? Does it detect L7 attacks where they happen? Does it verify a fix against the running workload before recommending it? And does it deploy without sidecars?
Those four questions will tell you more than any feature grid.
ARMO is built to answer yes to all four, and it applies the same runtime correlation to newer AI and agentic workloads, where behavior-based detection matters even more.
What is the best alternative to Sysdig?
It depends on why you are leaving. If you want the full four-layer attack story with an open-source foundation, ARMO is the closest fit. If you want the widest multi-cloud posture coverage, Wiz or Prisma Cloud are stronger on breadth. If you want a modern CADR peer on a similar eBPF foundation, Sweet Security and Upwind are worth a look.
What is the difference between CADR and Sysdig’s CDR?
Cloud detection and response (CDR) focuses on the cloud layer. Cloud application detection and response (CADR) adds the application layer and correlates signals across cloud, Kubernetes API, workload, and application into one attack story. That cross-layer correlation, reaching up to L7, is the practical difference you feel during an investigation.
Which Sysdig alternatives are open source?
ARMO maintains Kubescape, the CNCF project it created. Sysdig itself has Falco, also a CNCF project, so leaving Sysdig does not mean leaving open source. Among the other alternatives here, none maintains an open-source runtime project of its own.
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