Image local/mia:0.1.0 built from stacks/mia: MIA v2 @ bbd8b158 (MIT) with its pinned submodules, dread-dev's proven Python lock with the torch family swapped to cu129, and a driver adapted from dread-dev's run_mia.py that seeds every mesh (fix_random + trimesh's module RNG) and writes weights_effective into the npz. Weights stay in fv-ml1's shared HF cache at pinned revisions, mounted read-only. scripts/mia-run mirrors blender-run: --job DIR is shipped to fv-ml1:/tank/mia/jobs, one docker run --rm rigs every mesh, out/ comes back. Acceptance on the four Dread Naught characters: 3.9-4.7 s a mesh (median of 3) plus 12.7 s model load, peak 3,394 MiB; seeded runs bit-identical across rotated mesh order; GPU-vs-CPU distances the same size as sampling noise, with an unseeded GPU run as the positive control.
docs/
Navigation map for the documentation tree. New session? Read
orientation.md first — it's the narrative overview
of the fleet, backup architecture, governing principles, and gotchas,
and it points at everything else.
Tree
docs/
├── orientation.md # start here — fleet overview + where-to-look guide
├── runbooks/ # ops runbooks (recovery, deployment phases)
│ ├── disaster-recovery.md
│ ├── nh3-prune-ritual.md
│ └── pbs-deployment.md
└── pfi/ # PFI-specific reference (services, models, VMs)
├── docker-stack.md
├── model-list.md
├── proxmox-vms.md
├── recommended-model-settings.md
├── vm-102-matrix-appservice.md
└── vm-102-matrix-synapse.md
What goes where
runbooks/— step-by-step ops procedures. Anything you'd reach for during an incident or while standing up new infrastructure. Examples: disaster recovery (blast-radius tiers + restoration steps), PBS deployment (9-phase rollout). New runbook → new file here.pfi/— PFI-specific reference material that's too narrow for the top-level CLAUDE.md but doesn't change incident response. AI model inventory, recommended inference settings, Matrix bridge config, Proxmox VM map. New stable reference → new file here.- Top-level (
docs/orientation.md,docs/README.md) — narrative guides about the workspace itself, not about specific infra.
Cross-references
- Fleet topology + servers table: top-level
CLAUDE.md. - Open work + recent milestones: top-level
STATUS.md. - Durable cross-session facts:
~/.claude/projects/-home-lkraven-development-eshpfi-management/memory/.
Conventions
- Markdown, GitHub-flavored. CommonMark renders fine in most viewers.
- File names are lowercase-kebab-case, descriptive. No dates in filenames — git history covers that.
- One topic per file. If a file grows past ~500 lines, look for a natural split before adding more.
- No checked-in binaries or checksums. Build/release artifacts belong
in a build pipeline or
tools/, notdocs/.