// blog · tag
Posts tagged “providers”
All CommitBrief blog posts tagged "providers".
2 posts ·all posts
How a single JSON schema survives four very different LLM providers.
Anthropic tools mode, OpenAI strict response_format, Gemini ResponseSchema, Ollama format:json — four mechanisms, one contract. How CommitBrief's findings schema v1 stays stable across them, and the retry-once-then-degrade fallback for when it doesn't.
Subprocess providers: reusing a subscription you're already paying for.
How claude-cli and gemini-cli wrap a host CLI as a subprocess instead of calling an API, what they give up to do that, and why stdin transport matters when the diff gets large.