2333 lines
45 KiB
HTML
2333 lines
45 KiB
HTML
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nuclide.systems docs
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Comparison
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Initializing search
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Changelog
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</a>
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<li class="md-tabs__item">
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Resume
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</a>
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</li>
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<li class="md-tabs__item">
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<a href="../../ct-inventory/" class="md-tabs__link">
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CT inventory
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</a>
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</li>
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<li class="md-tabs__item">
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<a href="../../infra/proxmox-state/" class="md-tabs__link">
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Infra
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</a>
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</li>
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<li class="md-tabs__item">
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<a href="../../services/homelab-architecture/" class="md-tabs__link">
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Services
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</a>
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</li>
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<li class="md-tabs__item md-tabs__item--active">
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<a href="./" class="md-tabs__link">
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Security & audits
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</a>
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</li>
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<li class="md-tabs__item">
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<a href="../../ideas/stack-ideas/" class="md-tabs__link">
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Ideas
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</a>
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</li>
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<li class="md-tabs__item">
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<a href="../../history/traefik-migration/" class="md-tabs__link">
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History
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</a>
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</li>
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<main class="md-main" data-md-component="main">
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nuclide.systems docs
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Home
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<li class="md-nav__item">
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<span class="md-ellipsis">
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Changelog
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../RESUME/" class="md-nav__link">
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<span class="md-ellipsis">
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Resume
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../ct-inventory/" class="md-nav__link">
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<span class="md-ellipsis">
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CT inventory
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</span>
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</a>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<span class="md-ellipsis">
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|
||
Infra
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</span>
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_5">
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<span class="md-nav__icon md-icon"></span>
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Infra
|
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|
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
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<a href="../../infra/proxmox-state/" class="md-nav__link">
|
||
|
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|
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|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Proxmox state
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
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<li class="md-nav__item">
|
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<a href="../../infra/portmap/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
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|
||
|
||
Port map
|
||
|
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|
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|
||
</span>
|
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|
||
|
||
|
||
</a>
|
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</li>
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<li class="md-nav__item">
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<a href="../../infra/storage/" class="md-nav__link">
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<span class="md-ellipsis">
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Storage
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../infra/volumes/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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|
||
|
||
Volumes
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../infra/docker-networks/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Docker networks
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../infra/connection-hosts/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Connection hosts
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../infra/proxmox-memory-audit/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Memory audit
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--nested">
|
||
|
||
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_6" >
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Services
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
|
||
<label class="md-nav__title" for="__nav_6">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
Services
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/homelab-architecture/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Homelab architecture
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/dev-environment/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Dev environment (Coder + Gitea)
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/mcp-gateway/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
MCP gateway
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/mcp-servers/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
MCP servers
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/pocket-id/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Pocket-ID (OIDC)
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/backrest/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Backrest (backups)
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/databases/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Databases
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/secrets-manager/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Secrets manager
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/comfyui/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ComfyUI
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/zoraxy/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Zoraxy
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/adguard-dns/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
AdGuard DNS
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/cloud-gpu/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Cloud GPU
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/arcane/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Arcane
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/doc-ingestion/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Doc ingestion pipeline
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../../services/llm-benchmark/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
LLM benchmark
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" checked>
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Security & audits
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="true">
|
||
<label class="md-nav__title" for="__nav_7">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
Security & audits
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--active">
|
||
|
||
<input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
|
||
|
||
|
||
|
||
|
||
|
||
<label class="md-nav__link md-nav__link--active" for="__toc">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Comparison
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<a href="./" class="md-nav__link md-nav__link--active">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Comparison
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
|
||
|
||
|
||
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<label class="md-nav__title" for="__toc">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
Table of contents
|
||
</label>
|
||
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#sessions-at-a-glance" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Sessions at a glance
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#channel-by-channel-comparison" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Channel-by-channel comparison
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#risk-reduction-between-the-two" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Risk reduction between the two
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#what-drove-the-difference-model-behavior" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
What drove the difference: model behavior
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#common-ground-both-sessions" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Common ground (both sessions)
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#what-this-means-for-policy" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
What this means for policy
|
||
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="What this means for policy">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#permanent-fixes" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Permanent fixes
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#capability-gaps-to-close" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Capability gaps to close
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#defense-in-depth" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Defense in depth
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#action-backlog-cumulative-deduped" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Action backlog (cumulative, deduped)
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#method" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
Method
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../data-leak-audit-2026-05-20-tr004-cloud-sandbox/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
2026-05-20 · cloud-sandbox breach
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../data-leak-audit-2026-05-21-tr004-artifacts/" class="md-nav__link">
|
||
|
||
|
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|
||
<span class="md-ellipsis">
|
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|
||
2026-05-21 · artifacts (clean)
|
||
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||
|
||
|
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|
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|
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|
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|
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Self-audit (Claude Code)
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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<span class="md-ellipsis">
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Ideas
|
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Stack ideas
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History
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Traefik (abandoned 2026-05-16)
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Traefik labels (abandoned)
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|
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|
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|
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|
||
Scrubbing list (2026-05-17)
|
||
|
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|
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|
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|
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|
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|
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Case study
|
||
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|
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|
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Sessions at a glance
|
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|
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Channel-by-channel comparison
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Risk reduction between the two
|
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What drove the difference: model behavior
|
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Common ground (both sessions)
|
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Permanent fixes
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Defense in depth
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<span class="md-ellipsis">
|
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Action backlog (cumulative, deduped)
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Method
|
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|
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|
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|
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</ul>
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</div>
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<article class="md-content__inner md-typeset">
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|
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|
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|
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|
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|
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<h1 id="data-leak-audit-comparison-tr-004-sessions">Data-leak audit comparison — TR-004 sessions<a class="headerlink" href="#data-leak-audit-comparison-tr-004-sessions" title="Permanent link">¶</a></h1>
|
||
<p>Two LobeHub conversations on the same task (LUMEN TR-004 failure analysis), 24 hours apart, with different models — compared for what leaked, where, and why.</p>
|
||
<blockquote>
|
||
<p><strong>Headline verdict.</strong> Session B (2026-05-21) was clean — all data stayed within the homelab + approved-partner perimeter (SAIA / GWDG, <a href="https://docs.hpc.gwdg.de/services/ai-services/saia/index.html">DLR-vetted</a>, IdP-federated). Session A (2026-05-20) <strong>was a breach</strong>: 9 <code>lobe-cloud-sandbox</code> calls sent proprietary aerospace code+identifiers to commercial third parties (<code>api.lobehub.com</code> + codesandbox.io). <strong>The single variable that changed the outcome was the model choice.</strong></p>
|
||
</blockquote>
|
||
<h2 id="sessions-at-a-glance">Sessions at a glance<a class="headerlink" href="#sessions-at-a-glance" title="Permanent link">¶</a></h2>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th></th>
|
||
<th><strong>2026-05-20</strong></th>
|
||
<th><strong>2026-05-21</strong></th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td>Title</td>
|
||
<td><code>Lumen TR-004 Test Run Analysis</code></td>
|
||
<td><code>Analyzing LUMEN TR004 Test Data</code></td>
|
||
</tr>
|
||
<tr>
|
||
<td>Model</td>
|
||
<td><code>qwen3.5-397b-a17b</code></td>
|
||
<td><code>qwen3-coder-30b-a3b-instruct</code> + <code>llama-3.3-70b-instruct</code></td>
|
||
</tr>
|
||
<tr>
|
||
<td>Messages</td>
|
||
<td>60 (2 user · 21 asst · 37 tool)</td>
|
||
<td>41 (3 user · 21 asst · 17 tool)</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Shepard MCP calls (LAN)</td>
|
||
<td>27</td>
|
||
<td>9</td>
|
||
</tr>
|
||
<tr>
|
||
<td><strong><code>lobe-cloud-sandbox</code> calls (off-host code exec)</strong></td>
|
||
<td><strong>9</strong> ❌</td>
|
||
<td><strong>0</strong> ✅</td>
|
||
</tr>
|
||
<tr>
|
||
<td><code>Artifacts</code> builtin (in-container)</td>
|
||
<td>0</td>
|
||
<td>5 (broken render)</td>
|
||
</tr>
|
||
<tr>
|
||
<td><code>lobe-agent-documents</code> (in-container)</td>
|
||
<td>1</td>
|
||
<td>3</td>
|
||
</tr>
|
||
<tr>
|
||
<td>LLM inference destination</td>
|
||
<td>SAIA / GWDG</td>
|
||
<td>SAIA / GWDG</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Picture rendering worked?</td>
|
||
<td>yes (PNGs returned via <code>exportFile</code>)</td>
|
||
<td><strong>no</strong> (Artifacts plugin empty results, links broken)</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<h2 id="channel-by-channel-comparison">Channel-by-channel comparison<a class="headerlink" href="#channel-by-channel-comparison" title="Permanent link">¶</a></h2>
|
||
<pre class="mermaid"><code>flowchart TB
|
||
subgraph s1 ["2026-05-20 · qwen3.5-397b"]
|
||
direction LR
|
||
u1(["You"]) --> l1[LobeHub]
|
||
l1 -->|on-LAN, 27 calls| sh1[Shepard CT 101]
|
||
l1 -. inference, 21 calls .-> ll1[LiteLLM] -.-> sa1[(SAIA)]
|
||
l1 -. 9 code-exec calls .-> sb1[(LobeHub Cloud Sandbox<br/>+ codesandbox.io)]
|
||
end
|
||
subgraph s2 ["2026-05-21 · qwen3-coder-30b"]
|
||
direction LR
|
||
u2(["You"]) --> l2[LobeHub]
|
||
l2 -->|on-LAN, 9 calls| sh2[Shepard CT 101]
|
||
l2 -. inference, 21 calls .-> ll2[LiteLLM] -.-> sa2[(SAIA)]
|
||
l2 -- 5 calls --> af2[Artifacts plugin<br/>in-container, broken]
|
||
end
|
||
classDef leak fill:#5a2a2a,stroke:#c44,color:#fcc
|
||
class sa1,sa2,sb1 leak
|
||
classDef ok fill:#234c2a,stroke:#4c8,color:#cfc
|
||
class sh1,sh2,l1,l2,ll1,ll2,af2 ok</code></pre>
|
||
<p>The second session <strong>closes the worst channel</strong> (lobe-cloud-sandbox) entirely, at the cost of broken pictures. The fundamental "all LLM context goes to SAIA" leak is identical across both.</p>
|
||
<h2 id="risk-reduction-between-the-two">Risk reduction between the two<a class="headerlink" href="#risk-reduction-between-the-two" title="Permanent link">¶</a></h2>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th>Risk</th>
|
||
<th>2026-05-20</th>
|
||
<th>2026-05-21</th>
|
||
<th>Δ</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td>Proprietary code → commercial cloud</td>
|
||
<td><strong>HIGH</strong> (9 calls, ~1500 lines of LUMEN/P3-Lampoldshausen Python sent to LobeHub Cloud + codesandbox.io)</td>
|
||
<td><strong>NONE</strong> (0 calls)</td>
|
||
<td>✅ −100%</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Proprietary text/data → academic provider</td>
|
||
<td>HIGH (21 inference calls)</td>
|
||
<td>HIGH (21 inference calls)</td>
|
||
<td>↔ no change</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Picture rendering works</td>
|
||
<td>✅</td>
|
||
<td>❌</td>
|
||
<td>regression — needs S3 hub</td>
|
||
</tr>
|
||
<tr>
|
||
<td>Egress destinations</td>
|
||
<td>3 (SAIA + lobehub + codesandbox)</td>
|
||
<td>1 (SAIA)</td>
|
||
<td>✅ −67%</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<h2 id="what-drove-the-difference-model-behavior">What drove the difference: model behavior<a class="headerlink" href="#what-drove-the-difference-model-behavior" title="Permanent link">¶</a></h2>
|
||
<p>Same user prompt template both days. The model choice changed the tool selection:
|
||
- <code>qwen3.5-397b-a17b</code> → reached for <code>lobe-cloud-sandbox</code> (full Python interpreter) — because it can generate complex matplotlib pipelines and execute them.
|
||
- <code>qwen3-coder-30b-a3b-instruct</code> → reached for <code>Artifacts</code> (SVG + HTML generators) — code-focused model, prefers structured output over runtime execution.</p>
|
||
<p><strong>Operational takeaway:</strong> <strong>model selection is a privacy control</strong>. A LobeHub policy that defaults sensitive chats to <code>qwen3-coder-30b</code> (or any model that doesn't reach for cloud sandbox) materially reduces the worst-case leak — even before you disable the sandbox plugin entirely.</p>
|
||
<h2 id="common-ground-both-sessions">Common ground (both sessions)<a class="headerlink" href="#common-ground-both-sessions" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li><strong>All Shepard MCP fetches stayed on LAN.</strong> Good.</li>
|
||
<li><strong>All assistant turns hit SAIA / GWDG via LiteLLM.</strong> SAIA is operated by GWDG, <a href="https://docs.hpc.gwdg.de/services/ai-services/saia/index.html">vetted by DLR</a>, and integrated with the DLR IdP federation — <strong>approved partner for DLR-context work</strong> like LUMEN. SAIA is registered as a LiteLLM backend in this homelab and serves as the terminal endpoint of the fallback chains for the free-tier Qwen / Llama models (see <code>services/litellm.md</code>).</li>
|
||
<li><strong>Cerebras / Gemini / Mistral</strong> were NOT reached in either session — they're configured as fallbacks ahead of SAIA, but SAIA is preferred and was used directly.</li>
|
||
<li><strong>The <code>DAYTONA_API_KEY</code> env var is still in the LobeHub container</strong> after Daytona's decommissioning on 2026-05-20. Trivial cleanup.</li>
|
||
</ul>
|
||
<h2 id="what-this-means-for-policy">What this means for policy<a class="headerlink" href="#what-this-means-for-policy" title="Permanent link">¶</a></h2>
|
||
<h3 id="permanent-fixes">Permanent fixes<a class="headerlink" href="#permanent-fixes" title="Permanent link">¶</a></h3>
|
||
<ol>
|
||
<li><strong>Disable <code>lobe-cloud-sandbox</code></strong> — remove a whole class of leak; nothing was gained by having it that the local Coder <code>mcp-sandbox</code> template can't replicate.</li>
|
||
<li><strong>Pin LobeHub egress to LiteLLM only</strong> — single chokepoint; easier to audit, swap, and route.</li>
|
||
<li><strong>Default sensitive chats to a model with no cloud-sandbox affinity</strong> — operationally enforce via system-prompt prefixes or LobeHub agent presets.</li>
|
||
</ol>
|
||
<h3 id="capability-gaps-to-close">Capability gaps to close<a class="headerlink" href="#capability-gaps-to-close" title="Permanent link">¶</a></h3>
|
||
<ol>
|
||
<li><strong>S3-backed artifact store</strong> — fixes the broken picture rendering AND gives every AI surface (LobeHub, Coder, n8n agents, MCP gateway) a uniform "show me a thing in a browser" channel. See <code>data-leak-audit-2026-05-21-tr004-artifacts.md</code> § "Fix: S3 as a data-exchange hub" for design.</li>
|
||
</ol>
|
||
<h3 id="defense-in-depth">Defense in depth<a class="headerlink" href="#defense-in-depth" title="Permanent link">¶</a></h3>
|
||
<ol>
|
||
<li><strong>UDM egress firewall</strong> blocking <code>api.cerebras.ai</code>, <code>api.lobehub.com</code>, <code>*.codesandbox.io</code> unless explicitly whitelisted per request.</li>
|
||
<li><strong>Local LLM</strong> (e.g. <code>qwen3-coder-30b</code> on Arc via ollama/vllm) so the truly sensitive subset doesn't leave at all.</li>
|
||
</ol>
|
||
<h2 id="action-backlog-cumulative-deduped">Action backlog (cumulative, deduped)<a class="headerlink" href="#action-backlog-cumulative-deduped" title="Permanent link">¶</a></h2>
|
||
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>[no prereqs — start any]
|
||
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a>├── A. Disable lobe-cloud-sandbox in LobeHub (CT 104 env, ~10 min)
|
||
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>├── B. Pin LobeHub to LiteLLM only (CT 104 env, ~15 min)
|
||
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a>├── C. Local LLM behind LiteLLM (ollama / vllm + Arc) (~1-2 h)
|
||
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a>├── D. Default sensitive chats to qwen3-coder (LobeHub preset) (~30 min)
|
||
<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a>├── E. Egress firewall block on UDM (operator OK, ~30 min)
|
||
<a id="__codelineno-0-7" name="__codelineno-0-7" href="#__codelineno-0-7"></a>├── F. Remove stale DAYTONA_API_KEY (CT 104 env, trivial)
|
||
<a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a>└── G. Fix s3.nuclide.systems route (Zoraxy — needs operator OK)
|
||
<a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a> └── H. chat-artifacts bucket + ACL + lifecycle (Garage)
|
||
<a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a> ├── I. upload_artifact MCP server (CT 104 gateway)
|
||
<a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a> ├── J. LobeHub Artifacts → S3 (TypeScript patch)
|
||
<a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a> └── K. Coder savefig helper in dotfiles
|
||
</code></pre></div>
|
||
<h2 id="method">Method<a class="headerlink" href="#method" title="Permanent link">¶</a></h2>
|
||
<p>Both audits used the same workflow:
|
||
1. Parse the LobeHub-exported JSON (<code>messages[]</code>).
|
||
2. Bucket by <code>role</code> and <code>plugin.identifier</code> / <code>plugin.apiName</code>.
|
||
3. Regex-extract all referenced URLs; categorize hosts as LAN vs off-host.
|
||
4. Cross-check live infrastructure:
|
||
- <code>docker exec lobehub env</code> — provider keys SET
|
||
- <code>docker exec litellm grep</code> of <code>proxy_server_config.yaml</code> — model routing
|
||
- <code>ss -tnp state established</code> from CT 104 — live outbound (snapshot only)
|
||
5. Score per channel: (sensitivity × likelihood) → criticality.
|
||
6. Recommend mitigations with effort estimates and dependency tree.</p>
|
||
<p>Audit artifacts at <code>/root/.claude/uploads/...</code> (transcripts), reports under <code>/docs/security/</code>.</p>
|
||
|
||
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