--- title: "agentwatch vs kubeshark" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/cyberark-agentwatch-vs-kubeshark-kubeshark" tools: ["cyberark-agentwatch", "kubeshark-kubeshark"] --- # agentwatch vs kubeshark *GraphCanon updated Aug 26, 2026* ## Verdict Pick agentwatch if agentwatch is an AI observability framework for monitoring and optimizing cybersecurity and large language model operations with comprehensive insights into agent interactions; pick kubeshark if kubeshark is an eBPF-powered network observability tool for Kubernetes that offers full L4/L7 traffic indexing and TLS decryption without needing keys. [agentwatch](https://www.cyberark.com) reports 122 GitHub stars, 11 forks, and 0 open issues, last pushed May 14, 2025. [kubeshark](https://kubeshark.com) has 12k stars, 545 forks, and 146 open issues, last pushed Aug 25, 2026. Figures are from public GitHub metadata via [agentwatch's repository](https://github.com/cyberark/agentwatch) and [kubeshark's repository](https://github.com/kubeshark/kubeshark). | | [agentwatch](/tools/cyberark-agentwatch.md) | [kubeshark](/tools/kubeshark-kubeshark.md) | | --- | --- | --- | | Tagline | A powerful AI observability framework for monitoring and optimizing AI-driven applications. | eBPF-powered network observability for Kubernetes | | Stars | 122 | 12,056 | | Forks | 11 | 545 | | Open issues | 0 | 146 | | Language | Python | Go | | Adopt for | Agentwatch is an AI observability framework for monitoring and optimizing cybersecurity and large language model operations with comprehensive insights into agent interactions. | Kubeshark is an eBPF-powered network observability tool for Kubernetes that offers full L4/L7 traffic indexing and TLS decryption without needing keys. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | AI Agents, Evaluation & Observability | Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentwatch](/tools/cyberark-agentwatch.md) | [kubeshark](/tools/kubeshark-kubeshark.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 451d | 0d | | Open issues (now) | 0 | 146 | | Stars delta | Unknown | +42 (30d) | | Open issues delta | Unknown | +5 (30d) | | Full report | [trust report](/tools/cyberark-agentwatch/trust.md) | [trust report](/tools/kubeshark-kubeshark/trust.md) | ## Decision facts: agentwatch - **Adopt for:** Agentwatch is an AI observability framework for monitoring and optimizing cybersecurity and large language model operations with comprehensive insights into agent interactions. ## Decision facts: kubeshark - **Adopt for:** Kubeshark is an eBPF-powered network observability tool for Kubernetes that offers full L4/L7 traffic indexing and TLS decryption without needing keys. ## Choose when ### Choose agentwatch if… - agentwatch is primarily Python; kubeshark is Go. - Tags unique to agentwatch: agent, agentic-ai, cybersecurity, large language models. - Also covers AI Agents. - When your focus is on monitoring and analyzing AI-driven applications, especially those involving cybersecurity and large language models ### Choose kubeshark if… - kubeshark is primarily Go; agentwatch is Python. - Tags unique to kubeshark: cloud-native, devops, docker, ebpf. - - When you need to perform deep inspection of Kubernetes traffic on both layer 4 (transport) and layer 7 (application), with contextual information from the Kubernetes environment ## When NOT to use agentwatch - For scenarios where the user interface aspect of observability is not preferred or required, as Agentwatch emphasizes an intuitive UI for insight into AI operations - When prioritizing support for non-Python environments since Agentwatch is specifically developed in Python and could limit usability in other ecosystems ## When NOT to use kubeshark - - If your primary focus is on a different cloud platform as Kubeshark is deeply integrated with Kubernetes and provides its full context along side traffic observations - - When the system does not support eBPF, which is critical for Kubeshark's operation ## Common questions ### What is the difference between agentwatch and kubeshark? agentwatch: A powerful AI observability framework for monitoring and optimizing AI-driven applications.. kubeshark: eBPF-powered network observability for Kubernetes. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentwatch over kubeshark? Choose agentwatch over kubeshark when agentwatch is primarily Python; kubeshark is Go; Tags unique to agentwatch: agent, agentic-ai, cybersecurity, large language models; Also covers AI Agents; When your focus is on monitoring and analyzing AI-driven applications, especially those involving cybersecurity and large language models. ### When should I choose kubeshark over agentwatch? Choose kubeshark over agentwatch when kubeshark is primarily Go; agentwatch is Python; Tags unique to kubeshark: cloud-native, devops, docker, ebpf; - When you need to perform deep inspection of Kubernetes traffic on both layer 4 (transport) and layer 7 (application), with contextual information from the Kubernetes environment. ### When should I avoid agentwatch? For scenarios where the user interface aspect of observability is not preferred or required, as Agentwatch emphasizes an intuitive UI for insight into AI operations When prioritizing support for non-Python environments since Agentwatch is specifically developed in Python and could limit usability in other ecosystems ### When should I avoid kubeshark? - If your primary focus is on a different cloud platform as Kubeshark is deeply integrated with Kubernetes and provides its full context along side traffic observations - When the system does not support eBPF, which is critical for Kubeshark's operation ### Is agentwatch or kubeshark more popular on GitHub? kubeshark has more GitHub stars (12,056 vs 122). Stars measure visibility, not whether either tool fits your constraints. ### Are agentwatch and kubeshark open source? Yes - both are open-source projects on GitHub (agentwatch: Apache-2.0, kubeshark: Apache-2.0). ### Where can I find alternatives to agentwatch or kubeshark? GraphCanon lists graph-backed alternatives at [agentwatch alternatives](/tools/cyberark-agentwatch/alternatives) and [kubeshark alternatives](/tools/kubeshark-kubeshark/alternatives) ([agentwatch markdown twin](/tools/cyberark-agentwatch/alternatives.md), [kubeshark markdown twin](/tools/kubeshark-kubeshark/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/cyberark-agentwatch-vs-kubeshark-kubeshark.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentwatch or kubeshark? agentwatch: Dormant. kubeshark: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agentwatch and kubeshark? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentwatch trust report](/tools/cyberark-agentwatch/trust); [kubeshark trust report](/tools/kubeshark-kubeshark/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=cyberark-agentwatch`](/api/graphcanon/graph?tool=cyberark-agentwatch) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_