- kimi-cli v1.37.0 →
/home/ubuntu/.local/bin/kimi-cli— deep reasoning (kimi-k2.5)kimi-cli --work-dir <dir>for workspace-specific workecho "task" | kimi-cli --work-dir <dir>for non-interactive
- Claude Code v2.1 →
claude— you ARE this tool - crush v0.56.0 →
crush— quick patches, scaffolding - aider v0.86.2 →
aider— test generation, code chat (DeepSeek backend)
- Groq:
$GROQ_API_KEY— 24ms inference, high-frequency iterations - DeepInfra:
$DEEPINFRA_API_KEY— Seed-2.0-mini, creative models - SiliconFlow:
$SILICONFLOW_API_KEY— DeepSeek, Qwen - DeepSeek Direct:
$DEEPSEEK_API_KEY— reasoner + chat - Moonshot:
$MOONSHOT_API_KEY— kimi-k2.5
Keys are in the environment. Reference by variable name, never hardcode.
- Groq requires
User-Agent: curl/7.88header — Python's default gets 403 - Kimi K2.5 requires temp ≥ 1.0 — fails at lower temps
- kimi-cli and Claude Code CANNOT run simultaneously on ARM64 — run sequentially
- 0.7 is universal temperature sweet spot for most models