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Automated AI Triage for Dependabot Pull Requests Released

· One min read
Ryoya Tsukasaki
Ryoya Tsukasaki
Software Engineer @ GMO Flatt Security Inc.

Takumi New Feature Release

We've released the automated AI triage feature for Dependabot Pull Requests.

No more critical vulnerability alerts getting buried.

Takumi's strength in codebase analysis is combined with security update content to notify you only when urgent action is required.

eyecatch

Overview​

Triggered by Dependabot PR creation, Takumi automatically performs the following steps:

  1. PR Detection
  2. Analysis
    • a) Determine if it's a security update (prevent unnecessary credit consumption)
    • b) Confirm vulnerability information in major databases such as CVE and GHSA
    • c) Determine if the vulnerability can actually be exploited in your codebase
  3. Risk Assessment
  4. Notification

result

Performance​

In benchmarks, triage was performed with 95.2% accuracy, with 0 false negatives (= no missed critical PRs).

Without human intervention, triage time was reduced by approximately 72% compared to manual processing.

Takumi proactively handles what used to be tedious security work, predicting and supporting developers.

performance

Getting Started​

Takumi users can start using this feature immediately. Please make use of it!

▼ User Guide Takumi User Guide

▼ About Takumi byGMO Takumi byGMO Official Page