Experimental learning · AGPL v3
JAYCE
Adaptive Prototype Memory learns from labeled examples and corrections. Explore it through an interactive lesson, a teaching chat, and reproducible benchmarks.
Software & research by Loophole, LLC
JAYCE explores learning from examples. Bastillion brings SSH access, key management, and session recording into one place.
Experimental learning · AGPL v3
Adaptive Prototype Memory learns from labeled examples and corrections. Explore it through an interactive lesson, a teaching chat, and reproducible benchmarks.
Infrastructure · Source available
A self-hosted SSH console with centralized key management and recorded, replayable sessions. Free for up to 5 registered systems.
Design access controls and audit trails for servers, databases, and operational systems.
Integrate security testing, vulnerability management, and secure releases into your development process.
Read our work on SSH architecture and AI behavior, and explore ongoing experiments.
Browse research →Loophole brings more than 20 years of experience in application security, infrastructure, and secure software delivery to the projects it builds and supports.
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