Ouroboros continuously finds vulnerabilities across your full stack, generates fixes, re-attacks the patched code, then delivers PRs you can trust.
Beyond repos. Beyond alerts. Beyond snapshots. Ouroboros watches everything that matters.
Map your entire attack surface — repos, pipelines, clouds, runtimes, and dependencies.
Runs 24/7 in lock-step with your real production traffic and deployments.
Autonomous RED campaigns chain misconfigurations and vulnerabilities into real attack paths.
Identify and classify sensitive data stores, secrets, and privileged access paths.
Detect anomalous requests, process behavior, and east-west lateral movement.
Monitor packages, images, registries, and sudden maintainer or dependency changes.
CI checks pass, pentests end, and then… you ship three hotfixes and a new feature on Friday. Who scanned that state of production?
SAST/DAST/IaC tools watch code and configs, but attackers chain misconfigurations, runtime behavior, and forgotten services.
Security teams drown in "high" findings, while the one attack path from the internet to your crown-jewel database remains open.
When incidents hit, you're diffing configs in the dark, guessing which "fix" actually closed the door.
Ouroboros is built for the messy, always-changing reality of live systems — not the idealized state in your repo.
Continuously ingests from Git, CI/CD, cloud providers, K8s, service meshes, WAFs, and identity systems. Builds a live graph of assets, services, users, and their relationships.
The RED side runs continuous, autonomous campaigns: chaining misconfigurations, vulnerable code, exposed services, and supply chain issues into real attack paths.
The BLUE side designs changes across layers — code patches, infra-as-code diffs, policy updates, and network rules. Fix plans align with how your org ships.
Every fix is exercised in a digital twin environment, then rolled out with canaries and feature flags. Ouroboros watches real metrics and rolls back if anything smells wrong.
After deployment, RED re-runs the full attack path against production. Only then is a risk marked as "resolved" and the exposure graph updated.
A full paper trail: what the path was, how it worked, what changed, who approved, when deployed, how it behaved in prod — mapped to your compliance controls.
If an attacker can pivot through it,
Ouroboros treats it as part of the game board.
If this sounds like you, Ouroboros is your ally.
Install the Ouroboros SDK and integrate autonomous security into your pipeline in three quick steps.
Build and install the SDK wheel
Copy the example config and add your token on line 8
Point Ouroboros at your repository and let it work
We're working with forward-leaning teams to bring production-aware, autonomous defense into live environments.