Gemini API vs Local LLM for Developer Tools — When to Use Which

All tests run on an 8-year-old MacBook Air. I've built tools with both Gemini API and local LLMs (via Ollama). They're solving different problems. Here's the honest comparison after shipping both. What it's good at: Complex reasoning over long context (stack traces, multi-file logs) Up-to-date knowl