F. Tool Selection Quick Reference
Appendix F: Tool Selection Quick Reference¶
When to Use Which Tool¶
| Tool | Best For | Key Strength | Key Weakness |
|---|---|---|---|
| Aider | Production workflows | Battle-tested, 100+ models, Git-native | Slower updates, bus factor=1 |
| Cline (cecli) | Bleeding-edge experimentation | Agent mode, RAG, faster iteration | Less stable, newer |
| OpenCode | Lightweight, fast execution | Rust-native, minimal overhead | Less model compatibility |
Tool Comparison Matrix¶
| Aspect | Aider | Cline (cecli) | OpenCode |
|---|---|---|---|
| Language | Python | Python | Rust |
| Startup Time | ~1-2s | ~1-2s | ~100-200ms |
| Memory Usage | ~200-400MB | ~200-400MB | ~50-100MB |
| Model Support | 100+ | 50+ | Growing |
| Agent Mode | ❌ | ✅ | ❌ |
| RAG Support | ❌ | ✅ | ❌ |
| Edit Formats | 10+ strategies | Same + experimental | Evolving |
| Git-Native | ✅ | ✅ | ✅ |
| Scriptable | ✅ | ✅ | ✅ |
| Maturity | Very high | Medium | Low |
| Stars | 42K+ | ~2K | ~1K |
The Make Abstraction: Tool-Agnostic Workflow¶
Remember from Chapter 2: Make is your abstraction layer.
# This Makefile target works with ANY tool
# Just change AI_TOOL to switch tools
AI_TOOL ?= aider # Change to: cecli, opencode, or aider
improve-%:
@$(AI_TOOL) --model qwen-2.5-coder \
--read AGENTS.md \
--read AI_CONTEXT.md \
--message "Improve $*" \
$(TARGET_FILES)
Your team types make improve-docs—they don't care which tool runs underneath.
These appendices give you options. The Make abstraction gives you durability. The principles from Chapter 1 and Chapter 2 give you the framework. Use what works best for your context.