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docs: create resource budget for 10K users (SCALE-01)

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Per-container RAM/CPU/disk measurements from .228 baseline.
Three app tiers: Core (2.6GB), Recommended (+880MB), Optional (+2-5GB).
Four hardware tiers with cost estimates.
10K user distribution projection.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Dorian
2026-03-14 03:18:15 +00:00
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loop/plan.md
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@@ -313,7 +313,7 @@ Every test must pass **10 consecutive times** from BOTH .228→.198 AND .198→.
### Sprint 14: Resource Budget for 10K Users
- [ ] **SCALE-01** — Create resource budget document. Based on current .228 metrics (33 containers, 6.5GB RAM, 1.2TB disk, load 5.44), calculate per-node resource requirements. Estimate: RAM per container (avg), disk per container, CPU per container. Project for 10K users across different hardware tiers. Document in `docs/scale-budget.md`. **Acceptance**: Document with clear resource requirements per hardware tier.
- [x] **SCALE-01** — Created `docs/scale-budget.md`. Per-container RAM/CPU/disk measurements from .228. Three app tiers: Core (2.6GB, Bitcoin+LND+Electrs+Mempool+BTCPay+DWN), Recommended (+880MB, Fedimint+Grafana+Vaultwarden+etc), Optional (+2-5GB, Home Assistant+Jellyfin+Nextcloud+Immich+etc). Four hardware tiers: Minimal (4GB/2 cores/$100), Standard (8GB/4 cores/$300), Power (16GB+/$500), Heavy (32GB+/$800). 10K user projection with distribution estimates.
- [ ] **SCALE-02** — Identify resource bottlenecks. Profile the top CPU and memory consumers. Current: immich_server (82% CPU spike), onlyoffice (759MB RAM), bitcoin-knots (750MB RAM), fedimint (369MB), lnd (250MB), homeassistant (234MB). Determine which apps should be optional vs core for a minimal install. **Acceptance**: Tiered app list: Core (must-have), Recommended, Optional. Core tier uses < 4GB RAM.