Tmux Workflow Setup
Quick Start
Section titled “Quick Start”# Neue tmux Session startentmux new -s cc-hybrid
# 4 Panes erstellenCtrl+b % # Vertikal teilenCtrl+b " # Horizontal teilenTerminal Layout (Hybrid Setup)
Section titled “Terminal Layout (Hybrid Setup)”┌─────────────┬─────────────┐│ Claude-1 │ Claude-2 ││ (Aider) │ (CCC/Code) ││ Architect │ Dev + Docs │├─────────────┼─────────────┤│ Aider-1 │ Aider-2 ││ Main Dev │ Parallel ││ (DeepSeek) │ (Apertus) │└─────────────┴─────────────┘Browser: Claude-Max (Meta-Orchestrator)
Hybrid Multi-Provider Workspace
Section titled “Hybrid Multi-Provider Workspace”Pane 0 - Claude-1 (System Architect - FOSS Migration)
Section titled “Pane 0 - Claude-1 (System Architect - FOSS Migration)”# Claude-1 nutzt Aider mit Claude 3.5 via OpenRouterexport OPENROUTER_API_KEY='sk-or-v1-...'aider --model openrouter/anthropic/claude-3.5-sonnet --temperature 0.3 --architectPane 1 - Claude-2 (Dev + Docs - CCC Testing)
Section titled “Pane 1 - Claude-2 (Dev + Docs - CCC Testing)”# Claude-2 nutzt Claude Code/CCC für Testing und Baselineccc ses sta cl2 # oder: claude-codePane 2 - Aider-1 (Main Implementation - FOSS)
Section titled “Pane 2 - Aider-1 (Main Implementation - FOSS)”# Aider-1 mit DeepSeek Coder für Cost-Efficient Developmentaider --model openrouter/deepseek/deepseek-coder --temperature 0.5 --auto-commits --yesPane 3 - Aider-2 (Privacy-First Testing - FOSS)
Section titled “Pane 3 - Aider-2 (Privacy-First Testing - FOSS)”# Aider-2 mit Apertus für DSGVO-compliant Testingexport PUBLICAI_API_KEY='pub-...'aider --model publicai/apertus-v1 --api-base https://api.publicai.co/v1 --temperature 0.5 --test-cmd=pytestNavigation Commands
Section titled “Navigation Commands”| Command | Action |
|---|---|
Ctrl+b →/←/↑/↓ | Navigate panes |
Ctrl+b z | Zoom pane |
Ctrl+b d | Detach session |
tmux attach -t cc-hybrid | Reattach |
Hybrid Setup Script
Section titled “Hybrid Setup Script”Save as cc-hybrid-setup.sh:
#!/bin/bash
# CC Hybrid Session SetupSESSION="cc-hybrid"
# Überprüfe API Keysif [[ -z "$OPENROUTER_API_KEY" ]]; then echo "❌ OPENROUTER_API_KEY not set (für Claude-1 & Aider-1)" exit 1fi
if [[ -z "$PUBLICAI_API_KEY" ]]; then echo "❌ PUBLICAI_API_KEY not set (für Aider-2)" exit 1fi
# Überprüfe CCC Installationif ! command -v ccc &> /dev/null; then echo "❌ CCC not installed (für Claude-2)" echo "Install: https://github.com/collective-context/ccc" exit 1fi
# Neue Session erstellentmux new-session -d -s $SESSION
# Panes einrichtentmux split-window -htmux split-window -vtmux select-pane -t 0tmux split-window -v
# Claude-1: Architecture mit Aider (FOSS)tmux send-keys -t 0 'aider --model openrouter/anthropic/claude-3.5-sonnet --temperature 0.3' C-m
# Claude-2: Development mit CCC (Testing)tmux send-keys -t 1 'ccc ses sta cl2' C-m
# Aider-1: Main Dev mit DeepSeek (Cost-Efficient)tmux send-keys -t 2 'aider --model openrouter/deepseek/deepseek-coder --temperature 0.5 --auto-commits' C-m
# Aider-2: Privacy Testing mit Apertus (DSGVO)tmux send-keys -t 3 'aider --model publicai/apertus-v1 --api-base https://api.publicai.co/v1 --temperature 0.5' C-m
# Attach zur Sessiontmux attach-session -t $SESSIONHybrid Strategy Benefits
Section titled “Hybrid Strategy Benefits”1. Tool Comparison
Section titled “1. Tool Comparison”- Claude-1 (Aider) vs Claude-2 (CCC) Performance-Vergleich
- Direktes Feedback welches Tool für welche Tasks optimal ist
- Datenbasierte Entscheidungen für zukünftige Migrations-Schritte
2. CCC Real-World Testing
Section titled “2. CCC Real-World Testing”- Claude-2 nutzt unser eigenes CCC Tool in der täglichen Arbeit
- Dogfooding: Wir entwickeln und nutzen gleichzeitig
- Sofortiges Feedback für CCC Verbesserungen
3. Risk Mitigation
Section titled “3. Risk Mitigation”- Fallback-Option falls Aider-Probleme auftreten
- Schrittweise Migration statt Big Bang
- Bewährte Workflows bleiben verfügbar
4. Best of Both Worlds
Section titled “4. Best of Both Worlds”- FOSS-Benefits: Transparenz, Community, Multi-Provider
- Proprietär-Benefits: Stabilität, Integration, Support
Cost Optimization in Hybrid Mode
Section titled “Cost Optimization in Hybrid Mode”# Budget-optimierte Aliasesalias claude1-budget="aider --model openrouter/mistralai/mixtral-8x7b --temperature 0.3"alias aider1-budget="aider --model openrouter/openchat/openchat-7b --temperature 0.5"
# Premium-Qualität für Critical Tasksalias claude1-premium="aider --model openrouter/anthropic/claude-3.5-sonnet --temperature 0.3"alias aider1-premium="aider --model openrouter/deepseek/deepseek-coder --temperature 0.5"
# Privacy-First für sensitive Tasksalias aider2-privacy="aider --model publicai/apertus-v1 --api-base https://api.publicai.co/v1"KAIZEN Evolution Path
Section titled “KAIZEN Evolution Path”Phase 1: Hybrid (Current)
Section titled “Phase 1: Hybrid (Current)”- Claude-1: Aider, Claude-2: CCC, Aider-1/2: Aider
- Lernen und Vergleichen
Phase 2: Data-Driven Decision
Section titled “Phase 2: Data-Driven Decision”- Performance-Metriken sammeln
- User Experience evaluieren
- Cost-Benefit Analyse
Phase 3: Optimization
Section titled “Phase 3: Optimization”- Best Tool für jeden Use Case
- Möglicherweise vollständige FOSS-Migration
- Oder optimierte Hybrid-Konfiguration
Evolution through Experience - Das ist der CC Way!