// blog · tag
Posts tagged “engineering”
All CommitBrief blog posts tagged "engineering".
1 post ·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.