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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.