--- title: "kubeshark vs awesome-ai-agents-security" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kubeshark-kubeshark-vs-projectrecon-awesome-ai-agents-security" tools: ["kubeshark-kubeshark", "projectrecon-awesome-ai-agents-security"] --- # kubeshark vs awesome-ai-agents-security *GraphCanon updated Aug 26, 2026* ## Verdict 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; pick awesome-ai-agents-security if awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection. [kubeshark](https://kubeshark.com) reports 12k GitHub stars, 545 forks, and 146 open issues, last pushed Aug 25, 2026. [awesome-ai-agents-security](https://github.com/ProjectRecon/awesome-ai-agents-security) has 59 stars, 74 forks, and 61 open issues, last pushed Jun 12, 2026. Figures are from public GitHub metadata via [kubeshark's repository](https://github.com/kubeshark/kubeshark) and [awesome-ai-agents-security's repository](https://github.com/ProjectRecon/awesome-ai-agents-security). | | [kubeshark](/tools/kubeshark-kubeshark.md) | [awesome-ai-agents-security](/tools/projectrecon-awesome-ai-agents-security.md) | | --- | --- | --- | | Tagline | eBPF-powered network observability for Kubernetes | A curated list of open-source tools and resources for securing autonomous AI agents. | | Stars | 12,056 | 59 | | Forks | 545 | 74 | | Open issues | 146 | 61 | | Language | Go | - | | 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. | awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [kubeshark](/tools/kubeshark-kubeshark.md) | [awesome-ai-agents-security](/tools/projectrecon-awesome-ai-agents-security.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 0d | 58d | | Open issues (now) | 146 | 61 | | Stars delta | +42 (30d) | Unknown | | Open issues delta | +5 (30d) | Unknown | | Full report | [trust report](/tools/kubeshark-kubeshark/trust.md) | [trust report](/tools/projectrecon-awesome-ai-agents-security/trust.md) | ## 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. ## Decision facts: awesome-ai-agents-security - **Adopt for:** awesome-ai-agents-security is a curated list of open-source tools for securing autonomous AI agents, covering the security lifecycle from red teaming to runtime protection. ## Choose when ### Choose kubeshark if… - License: kubeshark is Apache-2.0, awesome-ai-agents-security is Other. - 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 ### Choose awesome-ai-agents-security if… - License: awesome-ai-agents-security is Other, kubeshark is Apache-2.0. - Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list. - Also covers AI Agents. - When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection ## 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 ## When NOT to use awesome-ai-agents-security - When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists - For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management ## Common questions ### What is the difference between kubeshark and awesome-ai-agents-security? kubeshark: eBPF-powered network observability for Kubernetes. awesome-ai-agents-security: A curated list of open-source tools and resources for securing autonomous AI agents.. See the comparison table for live GitHub stats and shared categories. ### When should I choose kubeshark over awesome-ai-agents-security? Choose kubeshark over awesome-ai-agents-security when License: kubeshark is Apache-2.0, awesome-ai-agents-security is Other; 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 choose awesome-ai-agents-security over kubeshark? Choose awesome-ai-agents-security over kubeshark when License: awesome-ai-agents-security is Other, kubeshark is Apache-2.0; Tags unique to awesome-ai-agents-security: ai-agents, ai-security, autonomous-agents, awesome-list; Also covers AI Agents; When needing a comprehensive overview of open-source tools for securing autonomous AI agents across different phases such as red teaming and runtime protection. ### 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 ### When should I avoid awesome-ai-agents-security? When you require real-time threat intelligence feeds, which are not provided by this repository's static resource lists For organizations focusing on proprietary tools and resources that prefer not to use open-source solutions for their AI agents' security lifecycle management ### Is kubeshark or awesome-ai-agents-security more popular on GitHub? kubeshark has more GitHub stars (12,056 vs 59). Stars measure visibility, not whether either tool fits your constraints. ### Are kubeshark and awesome-ai-agents-security open source? Yes - both are open-source projects on GitHub (kubeshark: Apache-2.0, awesome-ai-agents-security: Other). ### Where can I find alternatives to kubeshark or awesome-ai-agents-security? GraphCanon lists graph-backed alternatives at [kubeshark alternatives](/tools/kubeshark-kubeshark/alternatives) and [awesome-ai-agents-security alternatives](/tools/projectrecon-awesome-ai-agents-security/alternatives) ([kubeshark markdown twin](/tools/kubeshark-kubeshark/alternatives.md), [awesome-ai-agents-security markdown twin](/tools/projectrecon-awesome-ai-agents-security/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/kubeshark-kubeshark-vs-projectrecon-awesome-ai-agents-security.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, kubeshark or awesome-ai-agents-security? kubeshark: Very active. awesome-ai-agents-security: Steady. 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 kubeshark and awesome-ai-agents-security? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [kubeshark trust report](/tools/kubeshark-kubeshark/trust); [awesome-ai-agents-security trust report](/tools/projectrecon-awesome-ai-agents-security/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kubeshark-kubeshark`](/api/graphcanon/graph?tool=kubeshark-kubeshark) - 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/_