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Guides
Setup and architecture guides for an agentic PR reviewer you control — with a direct model API, gateway, CLI subscription, or optional local-agent companion. Released paths include exact configuration; private-beta guides state the trust boundaries and current limits.
PR review with the CLI subscription you already pay for
Codex (ChatGPT Plus/Pro), Cursor, Devin, Cline, Kilo, Command Code, Grok Build, Qoder — the per-CLI provider values, secrets, and where each credential comes from.
Updated Jul 11, 2026
Codex code review in GitHub Actions
Reuse your ChatGPT Plus/Pro seat: codex login once, one CODEX_AUTH_JSON secret, and Codex reviews every PR read-only.
Updated Jul 4, 2026
Claude code review in GitHub Actions
One workflow file plus your ANTHROPIC_API_KEY: Claude reviews every PR on your own runner, with findings verified before they post.
Updated Jul 4, 2026
Cursor code review in GitHub Actions
One crsr_… API key from your Cursor dashboard, and the Cursor CLI reviews every PR in read-only plan mode.
Updated Jul 4, 2026
Cline code review in GitHub Actions
cline auth once, one secret — works on your subscription (cline-pass) or pay-as-you-go credits.
Updated Jul 4, 2026
Kilo code review in GitHub Actions
Defaults to Kilo's free gateway model — the cheapest way to trial the whole pipeline end to end.
Updated Jul 4, 2026
Devin code review in GitHub Actions
Copy the windsurf_api_key value from devin auth login into one secret, and your Devin seat reviews every PR.
Updated Jul 4, 2026
Command Code review in GitHub Actions
One user_… access key from ~/.commandcode/auth.json, and your Command Code seat reviews every PR.
Updated Jul 4, 2026
Grok Build code review in GitHub Actions
grok login --device-auth once, one GROK_AUTH_JSON secret — your Grok account reviews every PR, with an xAI API key as the fallback.
Updated Jul 10, 2026
Kimi K3 code review in GitHub Actions
Moonshot's K3 was reviewing PRs here the day it launched — OpenCode Go or OpenRouter, with the honest quota math.
Updated Jul 17, 2026
Laguna S 2.1 code review in GitHub Actions
Verified direct Poolside setup, plus the free OpenCode and OpenRouter routes—with the exact provider, model, and secret names.
Updated Jul 22, 2026
Ling 3.0 Flash code review in GitHub Actions
Four free routes—OpenCode, Kilo, OpenRouter, and Command Code—with the exact model and secret names.
Published Jul 23, 2026
DeepSeek V4 Flash code review in GitHub Actions
Six advertised $0 routes—including Cline and OpenRouter—with exact setup, snapshot and availability caveats, and official 0731 benchmarks.
Updated Aug 1, 2026
Any OpenAI-compatible API, no CLI required
A LiteLLM proxy, self-hosted vLLM or Ollama, or a hosted API with no CLI — three inputs: base URL, key, explicit model.
Updated Jul 18, 2026
Keep agent credentials on your machine
Route Codex, Cursor, Devin, or Kilo through J-Bot’s ACP gateway to a companion you control. See where credentials, repository clones, and journal data live.
Published Jul 27, 2026
Muse Spark 1.3 code review in GitHub Actions
A $0 contributor route on OpenCode, about 20% fewer tool calls than 1.2, what Meta's contributor terms mean for private code, and how to pin review egress to an IP you control.
Updated Sep 3, 2026More resources
Every input, provider id, and tuning knob.
ExampleSee a real reviewA verified blocking finding, on a real diff.
CompareCodeRabbit alternativePer-seat SaaS vs $0/seat in your CI, side by side.
CompareGreptile alternativeCredits and indexing vs your own runner, side by side.
CompareQodo alternativePlatform and credits vs your own CI — and where PR-Agent fits.
CompareCubic alternativeReviewed-line metering vs no metering at all, side by side.