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IonWarpbotexample review

IonWarp Review — PR #144

3 issues| 1 P1 2 P2

#SevIssueFile

1README still invokes the removed --legacy flagREADME.md

2API example reads status from a response that now returns statedocs/api.md

3Agent instructions still prescribe the deleted write helperAGENTS.md

README.md

8889

−+

ionwarp review --legacy --pr 42ionwarp review --pr 42

The documented command now exits with an unknown-flag error · Docs Review

This PR removes --legacy from the command parser but keeps it in the edited README. Replace the stale invocation so a reader following the guide can still run a review.

Suggested fixAI fix prompt

IonWarp caught 6 issues CodeRabbit, Cursor Bugbot, Greptile or Qodo missed

Real IonWarp comments on open-source pull requests, graded against the benchmark's answer key.

Missed byCodeRabbit 3Cursor Bugbot 5Greptile 5Qodo 5

4 of 6 · See the benchmark

themes/src/main/resources-community/theme/base/account/messages/messages_lt.propertieskeycloak #37429

IonWarp caught it Greptile and Qodo missed it

IonWarpbotcommented on line 102

P1Italian string in Lithuanian account messages · Docs Review

When a user with Lithuanian locale views OTP setup in the account console, the first step instruction is displayed in Italian instead of Lithuanian.

MediumKnown issue in the Docs Review benchmark · caught by Gemini 3.8 FlashSee the graded case

Gemini 3.8 Flash is its best model on this benchmark; Docs Review runs DeepSeek V4.1 Flash unless you pick another.

Docs Review on the benchmark

IonWarp's models and the review apps, graded on the same open-source pull requests.

IonWarp runs DeepSeek V4.1 Flash for Docs Review, which this benchmark has not measured. Yellow: Gemini 3.8 Flash, the model a failed review retries on. Sorted by Reviewer Score (F1 counts 3×, time and cost 1× each). Rows not graded on every PR come last. Review times come from runs on Sep 21–23, 2026 (models) and Jan 23–Apr 7, 2026 (apps). Click a column heading to sort.
					PRs
IonWarp Docs · Gemini 3.8 Flash
IonWarp Docs · DeepSeek V4 Pro
IonWarp Docs · Muse Spark 1.3
CodeRabbit
Cursor Bugbot
Greptile v4.1
Qodo v2

Why IonWarp runs DeepSeek V4.1 Flash: in a trial of our specialist reviewers on production pull requests on 23 September 2026 it filed about as many findings per review as GLM 5.3 Flash at high effort (0.93 against 1.02) for a third of the cost ($0.039 against $0.125), and 3 of its 64 findings were refuted.

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IonWarp caught 6 issues CodeRabbit, Cursor Bugbot, Greptile or Qodo missed

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