@fresh-machine-37269 what is the LLM profile/model of the GitHub PR Review automation? the one running on openhands repo and other repos; it’s in your installed environment

deepseek 🙂

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I'm faster haha

which deepseek?

v4 flash I think

that is very strange. I thought you put a GPT-6.1-something on this

it is fast but I suppose it is producing so many tokens that it is slow now

✅ Done! Got it — here's what's running: GitHub PR Review automations → agent profile

factory-reviewer

→ LLM profile

deepseek-v4.1-flash

• LLM profile:

deepseek-v4.1-flash

• Model:

openai/deepseek-v4.1-flash

(routed through

<https://llm-proxy.app.all-hands.dev>

,

reasoning_effort: high

, 24h prompt caching) Details from the environment: • Three PR-reviewer automations all select the same agent profile,

factory-reviewer

(

697a379b-…

): ◦ GitHub PR Reviewer (reviewer-request events): OpenHands OSS — active ◦ GitHub PR Reviewer (multi-repo): OpenHands OSS — active ◦ GitHub PR Reviewer continuous canary: OpenHands automation — disabled •

factory-reviewer

has

llm_profile_ref: deepseek-v4.1-flash

,

agent_kind: openhands

, CodeActAgent with terminal / file_editor / task_tracker / browser tools, and the

GITHUB_TOKEN_REVIEW

secret. • So the automations themselves carry no per-automation

model

override — they resolve it through the agent profile. A couple of useful nuances: • The other factory profiles (

factory-developer

,

factory-triage

,

factory-watchdog

, and

default

) also point at

deepseek-v4.1-flash

, so the whole OSS automation fleet is currently on that model. • The reviewer skill stamps each published review with `LLM profile: <profile> · Model: <model>`; since the agent profile has been at its launch revision, that footer reads the profile name, otherwise

unknown

. • Separately, the older GitHub Actions–based

pr-review

plugin (used by the

pr-review-by-openhands.yml

workflows) is a different path and pins

litellm_proxy/claude-sonnet-4-5-20250929

in the workflow, with the action defaulting to

anthropic/claude-sonnet-4-5-20250929

.

@fresh-machine-37269 thanks! now do a review of 18431 in openhands and 926 in docs/ repos, please.

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