2 posts tagged with "gemini"

Gemini API keys are now under stricter governance: leaked keys can be disabled by Google, and API terms and cloud key controls are evolving. Agent workflows that chain multiple jobs and providers are the most exposed. A single leaked key in logs, prompts, or commits can halt automation and trigger incident response.

I reviewed the policy changes and built a concrete key management update plan.

Gemini Ollama CLI Bridge chains a local Ollama model with Google's Gemini into a two-stage code analysis pipeline. The first version piped data to Gemini through a shell subprocess -- fragile, hard to test, and impossible to cache. This upgrade replaces the shell integration with the google-generativeai Python SDK, adds result caching, and grows the test suite from 4 tests to 22.