sam-4screen-desktop 2026-9-6:15:54:8

300 areas/360 Dev-Ops Network Computers/Photo Project Master Overview.md

@@ -1,13 +1,24 @@
 ---
 tags: [photos, immich, pipeline, project-overview, google-takeout, backup]
 created: 2026-08-27
+modified: 2026-09-06
 aliases: [photo-pipeline, photo-project]
 ---
 
 # 📸 Photo Project — Master Overview
 
 > Single source of truth for the photo consolidation + Google Takeout + Immich + backup effort.
-> Status: **Takeout downloaded & ingested; 11,269 photos awaiting review in dashboard.**
+> Status: **Takeout downloaded & ingested; review in progress; merge+import built & tested.**
+
+## 📋 Project tracking & docs (AI + human)
+
+| Tool | What | Link/How to access |
+|---|---|---|
+| **Vikunja** | Live kanban — tasks/stages/progress | Project **"Photo Pipeline & Archive"** (To Do / In Progress / Done) |
+| **Outline** | Project docs for AI agents | Collection **"Photo Pipeline & Archive"** (Overview / Architecture / Operations / Storage & Backup) |
+| **Obsidian** | This note — human reading + key configs | 300 areas/360 Dev-Ops |
+
+> Tasks, architecture and ops live in Vikunja + Outline. This note is the quick human reference.
 
 ---
 
@@ -196,6 +207,25 @@ git clone ssh://gitea.lab.audasmedia.com.au:2222/sam/photo-pipeline.git
 
 ---
 
+## 🛠️ Tools (employment reference)
+
+| Category | Tools used | Role |
+|---|---|---|
+| **Orchestration** | **Prefect 3** | Flow pipelines, scheduled deployments, worker lifecycle |
+| **Backend** | Python, FastAPI, SQLite | Review dashboard, dedup, quality scan |
+| **Image analysis** | PIL/Pillow | Blurry/dark verdicts (luminance/edge metrics) |
+| **Frontend** | htmx, Jinja2, HTML/CSS/JS | Dashboard UI with live polling |
+| **Self-hosted** | NixOS, Docker, Caddy, Immich, Gitea, Vikunja, Outline | Full homelab |
+| **Storage/backup** | Borg, Kopia, AWS S3, rclone/aws-cli | Backup layers + offsite |
+| **Databases** | SQLite (pipeline), Postgres (Immich) | Fingerprints + assets |
+| **Monitoring** | Prefect UI, systemd, journalctl, Prefect logs | Observability |
+
+**Demonstrated strengths**: content-addressed dedup, incremental import design,
+data-safety discipline (backup-verify-before-merge), image-quality analysis at scale,
+full-stack dashboard with background jobs, cross-machine SSH automation.
+
+---
+
 ## Related notes
 - [[Backup Architecture — Offsite to AWS S3]] — the S3 plan (bucket, IAM, costs)
 - [[Filesystem Drive Map]] — disk layout