Files
esh-pfi-infrastructure/docs
vh a0f59d2778 docs(training-playbook): 4.6.2 — a null result needs a positive control
From the run-2 gate. A memorisation probe reporting 0.00% across all 72 items is
the correct output for a model that has not seen the corpus, and is also the
exact output of a probe that is not firing. Nothing in the number distinguishes
them. brokkr-smithy-dev drove the overlap function with known-answer inputs
(identical 100%, half-verbatim 65.38%, unrelated 0%, empty 0%) before trusting
the null, which is what converts a suspicious zero into evidence.

This is 4.5's inert gate wearing a different face: there a check that could not
return 'fail', here a measurement that cannot return non-zero. A clean null is
the most reassuring output an instrument produces and the least
self-evidencing.

Same section records the identical-on-both-arms variant: the diversity battery's
rp family froze zero markers, so its attractor hit rate read 0.0 on base AND
tuned. That reads as a clean result and means the instrument cannot discriminate
on that family. Report as a bounded limitation, never as a delta of zero -- a
check returning the same value for every input is not measuring.

Checklist gains the line.
2026-08-26 02:08:59 -07:00
..

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/, not docs/.