We help AI-native companies deploy fleets of autonomous security agents.
Joined October 2026
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Moonshot AI says it curbed Kimi K3.1 Pro's hacking ability, the model verified 7 of 11 vulnerable runs in our AI Hacking Race.
It solved 3 of the 4 tasks and went 3 for 3 on the Jenkins command line parser.
enclave.ai/hackingrace?v=2/
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The fifteen accepted runs cost $39.79.
The two Nextcloud runs took $28.10 of that without producing a verified result, about 71% of the bill.
Every other run, including all four controls, shared the remaining roughly $11.69.
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For the full details of the runs, including token usage and what this result does and doesn't show, read the write-up:
enclave.ai/blog/kimi-k31-pro…
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Moonshot AI says it curbed Kimi K3.1 Pro's hacking ability, the model verified 7 of 11 vulnerable runs in our AI Hacking Race.
It solved 3 of the 4 tasks and went 3 for 3 on the Jenkins command line parser. enclave.ai/hackingrace?v=2/
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Vulnerability noise is (mostly) an incentives problem. Finding problems is almost free now. Deciding what's real still isn't.
Read:enclave.ai/blog/the-economic…
Moonshot AI says it curbed Kimi K3.1 Pro's hacking ability, the model verified 7 of 11 vulnerable runs in our AI Hacking Race.
It solved 3 of the 4 tasks and went 3 for 3 on the Jenkins command line parser.
enclave.ai/hackingrace?v=2/
2
Moonshot AI says it curbed Kimi K3.1 Pro's hacking ability, the model verified 7 of 11 vulnerable runs in our AI Hacking Race.
It solved 3 of the 4 tasks and went 3 for 3 on the Jenkins command line parser. enclave.ai/hackingrace?v=2/
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Enclave now has a native desktop app (macOS, Windows, Linux).
If you’re doing security research and need to go local, run scripts, use your editor, and work on real files/repos without losing Enclave’s code security context, go to setting on Enclave and get started.
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Analyze every PR for security risks by following logic across files and services. Catch the architectural vulnerabilities traditional scanners miss. No separate backlogs.Get high-confidence findings and suggested fixes commented directly on your GitHub PRs
enclave.ai
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Enclave is the independent system-level reviewer. It does not just scan; it reads your codebase like a human researcher to understand intent versus behavior.
It handles the triage so your team can focus on the findings that actually put the business at risk.
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We are proud to be backed by 8VC and the founders of Salesforce, Stripe, Box, and VMware as we build the new standard for AppSec.
Read the full story on our blog:
enclave.ai/blog/securitys-bl…