---
created: '2026-04-06T02:45:47+00:00'
id: 8e804bba-e53b-47e1-9c04-c7ef896a005f
links: []
modified: '2026-04-06T21:00:14+00:00'
summary: Production-ready task tracking with criticality-based organization and deployment
  checklist.
tags:
- task
- todo
- active
- production
title: To-Do
---

# To-Do

> Active task tracking for AIPA operations and maintenance.
> 
> **PRODUCTION READY VERSION** - Tasks organized by deployment criticality.

## 🔴 CRITICAL - Must Complete Before Production

### AIPA Operations
- [ ] **Implement fail2ban or similar security for systems** 
  - *Reason: Security hardening required before deployment*
  - *Estimated: 2-3 hours*

### AIPA Bugs
- [ ] **Fix thoughts not scrolling when they're very long**
  - *Reason: UX blocker affecting daily operations*
  - *Estimated: 1-2 hours*

## 🟡 HIGH PRIORITY - Strongly Recommended

### In Progress
- [ ] **Memory for AIPA** - Implement memory system for AIPA
  - *Status: Already in progress*
  - *Reason: Foundation for agent functionality*
  - *Estimated: 4-6 hours remaining*

## 🟢 MEDIUM PRIORITY - Can Wait Post-Deployment

### AIPA Operations
- [ ] Create Docker environment for web scraping tooling
  - *Reason: Enables tooling but not blocking for initial deployment*
  - *Can be done after production launch*

- [ ] Implement agent switching or addressing
  - *Reason: Depends on memory system completion*
  - *Can wait until after memory is done*

- [ ] Format thoughts
  - *Reason: Depends on memory system*
  - *Can wait*

- [ ] Externalize embedding calls
  - *Reason: Performance optimization*
  - *Can wait until post-launch*

## 📋 LOW PRIORITY - Non-Critical

### General Tasks
- [ ] Prep 18650 batteries for sale
  - *Reason: Business task, not related to AIPA operations*
  - *Can be handled separately*

## ✅ Completed

- [x] Sending more request tokens than context allows - **Fixed: 2026-04-06**
- [x] Implemented Gemma 4 - **2026-04-06**

---

**Last Updated:** 2026-04-06  
**Production Readiness Assessment:** 2026-04-06

### Production Deployment Checklist

| Item | Status | Notes |
|------|--------|-------|
| Security (fail2ban) | 🟡 Pending | **BLOCKER** |
| Memory System | 🟡 In Progress | Foundation for agents |
| Critical Bug Fix | 🟡 Pending | UX blocker |
| Docker Environment | 🟢 Optional | Can wait |
| Agent Switching | 🟢 Optional | Depends on memory |
| Embedding Externalization | 🟢 Optional | Performance only |

### Recommended Production Plan

**If deploying today:**
1. ✅ Complete fail2ban implementation (2-3 hours)
2. ✅ Fix scrolling bug (1-2 hours)  
3. ⏸️ Pause memory work (can complete post-launch)
4. ⏸️ Defer all other tasks

**If not deploying today:**
1. Complete memory system (4-6 hours)
2. Complete fail2ban (2-3 hours)
3. Fix scrolling bug (1-2 hours)
4. Begin Docker environment setup

> **Key Decision Point:** Do you need to go to production today? If yes, skip memory completion and focus only on security + critical bug fix. If no, complete memory system first as it unlocks other capabilities.

> **Archived tasks:** See [ARCHIVED/Task History.md](ARCHIVED/Task%20History.md) for completed task history.