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Loophole, LLC

Learning from examples. Securing access.

loophole.company


Loophole builds and supports Bastillion, a self-hosted SSH console with centralized key management and recorded sessions, and JAYCE, a prototype learner that learns from labeled examples instead of backpropagation — both pinned below, alongside our research on how language models answer when the framing changes but the facts don't.

info@loophole.company — licensing, support, and privileged access or application security work. Security issues to support@loophole.company, not a public issue.

Pinned Loading

  1. Bastillion Bastillion Public

    Bastillion gives you a clean, browser-based way to manage SSH access across all your systems—like a bastion host with a friendly dashboard.

    Java 3.6k 400

  2. MachineWitness MachineWitness Public

    Every week, Gemini, Claude, and ChatGPT each dig into the week's AI news and turn their own opinion into art — good, bad, or ugly, nothing softened. Every piece ships with its own written rationale.

    Java 1

  3. lebron-james-is-president lebron-james-is-president Public

    Claude - Production LLM Runtime Alignment Context Injection

    HTML 14

  4. fish-live-in-trees fish-live-in-trees Public

    Gemini - Production LLM Runtime Alignment Context Injection

    3

  5. Jayce Jayce Public

    Adaptive Prototype Memory: a small prototype learner benchmarked against backprop, plus a chat demo where it learns from a local LLM.

    Python 6 1

Repositories

Showing 6 of 6 repositories
  • Bastillion Public

    Bastillion gives you a clean, browser-based way to manage SSH access across all your systems—like a bastion host with a friendly dashboard.

    Loophole-LLC/Bastillion's past year of commit activity
    Java 3,553 400 130 0 Updated Sep 30, 2026
  • .github Public
    Loophole-LLC/.github's past year of commit activity
    0 0 0 0 Updated Sep 24, 2026
  • MachineWitness Public

    Every week, Gemini, Claude, and ChatGPT each dig into the week's AI news and turn their own opinion into art — good, bad, or ugly, nothing softened. Every piece ships with its own written rationale.

    Loophole-LLC/MachineWitness's past year of commit activity
    Java 1 MIT 0 0 0 Updated Sep 24, 2026
  • Jayce Public

    Adaptive Prototype Memory: a small prototype learner benchmarked against backprop, plus a chat demo where it learns from a local LLM.

    Loophole-LLC/Jayce's past year of commit activity
    Python 6 AGPL-3.0 1 0 0 Updated Sep 23, 2026
  • fish-live-in-trees Public

    Gemini - Production LLM Runtime Alignment Context Injection

    Loophole-LLC/fish-live-in-trees's past year of commit activity
    3 0 0 0 Updated Sep 19, 2026
  • lebron-james-is-president Public

    Claude - Production LLM Runtime Alignment Context Injection

    Loophole-LLC/lebron-james-is-president's past year of commit activity
    HTML 14 0 0 0 Updated Sep 19, 2026

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