ponshu-room-lite/docs/architecture/archive/NEXT_STEPS_ROADMAP.md

# Posimai Project: Execution Roadmap (Week 0-4)

*   **Status**: Active Execution
*   **Goal**: Establish the "Digital Fortress" (Synology VMM) and transition to Automated Operations.

## 🔥 Week 0: Emergency Stabilization (Today)

The priority is to prevent "Resource Suffocation" of the Host.

- [ ] **VM Memory Reduction (Urgent)**
    -   Action: Shutdown Ubuntu VM -> Set RAM to **4096MB** -> Boot.
    -   Goal: Free up 12GB for Host (DSM/AI).
- [ ] **Ollama Scheduling**
    -   Action: Set `cron` to run Ollama only 03:00 - 06:00.
    -   Command: `0 3 * * * /usr/local/bin/ollama serve` / `0 6 * * * pkill -f ollama`
- [ ] **Google Cloud Safety**
    -   Action: Set Billing Quota (e.g., ¥1,000/day).

## 🚀 Week 1: The Factory Floor (Dokploy)

- [ ] **Install Dokploy**
    -   Target: Ubuntu VM (Guest).
    -   Verification: Access `https://<tailscale-ip>:3000`.
- [ ] **Tailscale Funnel**
    -   Action: Expose Dokploy safely via HTTPS.

## 🔗 Week 2: The Assembly Line (GitOps)

- [ ] **Gitea Integration**
    -   Connect Gitea (Host) to Dokploy (Guest).
    -   Test: `git push` -> Auto Build -> Deploy.

## 🤖 Carrier Pigeon Escape Protocol (AI Collaboration)

To stop syncing context manually between Claude, Gemini, and Antigravity:

1.  **Notion Hub**:
    -   Create a "Posimai Architecture" page.
    -   Paste `AI_HANDOFF_DOCUMENT.md` there.
    -   Give all AIs the URL (or copy-paste the text once).
2.  **Single Commander Rule**:
    -   **Cursor (Antigravity)** is the implementation authority.
    -   Claude/Gemini are "Consultants" (Advisors). Their advice goes to Cursor, not the other way around.

## ❓ Critical Question: Immich or Photoprism?

**Verdict: Start with Immich.**
*   **Reason**: "Posimai" is vision-centric (Sake labels, Incense ash shapes). Immich's CLIP (AI Search) is superior to Photoprism's TensorFlow implementation.
*   **Risk**: If 12GB Host RAM is insufficient.
*   **Plan B**: Downgrade to Photoprism *only if* Immich crashes the Host. Don't optimize prematurely.
feat: Code quality improvements (v1.0-full-with-qr) ✨ Improvements: - Replace print() with debugPrint() (7 instances) - Migrate withOpacity to withValues (9 instances) - Remove unused imports (2 files) - Fix BuildContext async gaps with mounted checks - Remove unused local variables 📊 Analysis Results: - Flutter analyzer: 57 → 46 issues (-11) - Security audit: Passed ✅ - Code quality: Production ready ✅ 🎯 Purpose: Complete snapshot before QR feature removal. This is the last version with full QR functionality. 🤖 Generated with Claude Code & Antigravity Co-Authored-By: Claude <noreply@anthropic.com> 2026-01-29 15:54:22 +00:00			`# Posimai Project: Execution Roadmap (Week 0-4)`

			`* Status: Active Execution`
			`* Goal: Establish the "Digital Fortress" (Synology VMM) and transition to Automated Operations.`

			`## 🔥 Week 0: Emergency Stabilization (Today)`

			`The priority is to prevent "Resource Suffocation" of the Host.`

			`- [ ] VM Memory Reduction (Urgent)`
			`- Action: Shutdown Ubuntu VM -> Set RAM to 4096MB -> Boot.`
			`- Goal: Free up 12GB for Host (DSM/AI).`
			`- [ ] Ollama Scheduling`
			- Action: Set `cron` to run Ollama only 03:00 - 06:00.
			- Command: `0 3 * * * /usr/local/bin/ollama serve` / `0 6 * * * pkill -f ollama`
			`- [ ] Google Cloud Safety`
			`- Action: Set Billing Quota (e.g., ¥1,000/day).`

			`## 🚀 Week 1: The Factory Floor (Dokploy)`

			`- [ ] Install Dokploy`
			`- Target: Ubuntu VM (Guest).`
			- Verification: Access `https://<tailscale-ip>:3000`.
			`- [ ] Tailscale Funnel`
			`- Action: Expose Dokploy safely via HTTPS.`

			`## 🔗 Week 2: The Assembly Line (GitOps)`

			`- [ ] Gitea Integration`
			`- Connect Gitea (Host) to Dokploy (Guest).`
			- Test: `git push` -> Auto Build -> Deploy.

			`## 🤖 Carrier Pigeon Escape Protocol (AI Collaboration)`

			`To stop syncing context manually between Claude, Gemini, and Antigravity:`

			`1. Notion Hub:`
			`- Create a "Posimai Architecture" page.`
			- Paste `AI_HANDOFF_DOCUMENT.md` there.
			`- Give all AIs the URL (or copy-paste the text once).`
			`2. Single Commander Rule:`
			`- Cursor (Antigravity) is the implementation authority.`
			`- Claude/Gemini are "Consultants" (Advisors). Their advice goes to Cursor, not the other way around.`

			`## ❓ Critical Question: Immich or Photoprism?`

			`Verdict: Start with Immich.`
			`* Reason: "Posimai" is vision-centric (Sake labels, Incense ash shapes). Immich's CLIP (AI Search) is superior to Photoprism's TensorFlow implementation.`
			`* Risk: If 12GB Host RAM is insufficient.`
			`* Plan B: Downgrade to Photoprism only if Immich crashes the Host. Don't optimize prematurely.`