What Secure Code Reviews Should Look Like in the Age of AI
AI coding assistants help teams ship software faster, but they also introduce new security risks that traditional scanners often struggle to verify. Most tools tell you something changed. Very few tell you whether it actually matters.
Join ReleaseTeam and DryRun Security for a live product demo showing how engineering and security teams can review AI generated code with higher confidence, enforce policies in plain English, and uncover risks across the entire repository before they reach production.
We'll walk through how DryRun analyzes code changes using real application context instead of simple pattern matching, helping security teams focus on issues that actually matter while keeping developers moving.
You'll see:
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Alex Ortiz
Partner Manager
@ Release Team

Zac Fowler
Sr. AppSec Engineer
@ DryRun Security
FAQs
Review and prioritize the highest-risk issues
Within a few hours you’ll get the results and if you want, one of our top appsec experts will review the top issues with you and a provide a practical path to remediation. That’s it, no strings attached.
Run DeepScan Agent on your codebase
You kick off the scan from the dashboard. We monitor progress and handle any issues should they come up (don’t worry, they won’t!).
Connect your repo
You perform a 5-minute install in the GitHub or GitLab app for your repo(s). We’ll walk through permissions and keep the process simple.
Meet with a DryRun Security expert
Short discovery call to confirm repo scope and what you want to learn (auth, business logic, secrets, or all three).
When should I use a DeepScan Agent review instead of a PR review?
Use it when you need broader coverage, for example onboarding a repo, preparing for an audit, after major refactors, before a release, orwhen developers introduce a new language.
Many teams run DeepScan on a cadence per production repo (monthly/quarterly), at key release checkpoints, or when risk changes, for example after big dependency updates or major architectural changes.
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