Posts tagged “providers”
All CommitBrief blog posts tagged “providers”.
6 posts ·all posts
How to run AI code review locally with Ollama.
A step-by-step setup for reviewing your git diffs with a local Ollama model and CommitBrief: install, pull a model, configure, review, and what to tune when it is slow.
The v1.18.0 provider catalog: ten providers, three new model families, and defaults chosen by list price, not benchmark.
v1.18.0 adds Claude Opus 5.5 / Sonnet 5 / Fable 5.1, gpt-6-astra/sol/luna, and gemini-3.8-flash / 3.5-flash-lite, changes two provider defaults, and makes the setup wizard show list price instead of a quality claim it can't back.
When the model won't return valid JSON: a recovery ladder, not a blind retry.
Prompt-only models break the JSON contract in three predictable ways — fenced JSON, prose, and truncation. How CommitBrief v1.13.0 recovers each one with fence salvage, a failure-mode-specific repair prompt, and a graceful degrade.
Multi-provider as an architecture decision: why locking to one LLM is a reliability problem.
Ten providers behind one abstraction — and the manual-switch posture that keeps single-provider outages from breaking your workflow.
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.