Vulnerability Remediation
Your code keeps growing. Your security debt doesn't have to.
Agent takes every important CVE from your scanners and opens a tested fix PR in every affected repo, routed to the owning team. With no upstream fix it files the mitigation and comes back when one is available.
WORKS WITH
Weeks → hrs
Time-to-patch
1 → N
One fix, every affected repo
0%
Hallucination rate
66%
Runs cheaper from reused memories
HOW It RUNS
Your scanner found it, nobody fixed it
Understands your service code across repos, traces each CVE to the services that can actually reach it, opens a tested fix PR for the owning team, and gets better with every run.
Built for Platform Engineering & AppSec
Four jobs the agent takes off the security backlog
A tested bump, not a Dependabot PR that fails CI
The agent tries the smallest CVE-clearing upgrade—patch, minor, then major—regenerates the lockfile, runs tests, and checks for breaking changes. Opens a draft PR with any failures and relevant changelog.
One CVE, twelve repos, twelve PRs
The same library repeats across dozens of services, base images and Terraform modules. The agent opens one PR per repo, reusing the fix pattern from the first successful run, so the eleventh costs less than the first
The evidence chain auditors ask for
For regulated teams, every CVE has a severity-based SLA and an evidence trail from detection to clean rescan—ready for PCI DSS, DORA, and FFIEC audits without last-minute reconstruction.
Self-improvement loop runs autonomously
Library upgrades teach costly lessons: which major broke the build, which pin fixed the lockfile, what the changelog meant. Here, those lessons enter shared context, and the run is scored against your evals.
