Pinpointing
Vulnerabilities

Code-Level Insights

Detects coding flaws such as
insecure APIs, hardcoded
credentials, or improper data
validation that could create
exploitable attack paths.

Configuartion Errors

Highlights insecure default
configurations in development
environments and cloud platforms.

Dependency Risks

Scans libraries and dependencies
to identify vulnerabilitiesin third-
party code.

Identifying
Attack
Paths early

Clear Context

Maps how a vulnerability could be
exploited by attackers to move
laterally or excalate privileges
within a system.

Developer Responsibility

Shows developers exactly how their
mistakes contribute to broader
organizational risks, making it
easier to prioritize fixes.

Feedback
for Secure
Development

Real-Time Detection

Provide immediate feedback
when vulnerabilities are
introduced.

Automated Remediation Guidance

Offers clear, actionable
recommendations to fix issues, such
as code snippets, configuration
changes, or patch updates.

Shifting Left
in Security

Proactive Security

Encourages developers to identify
and remediate vulnerabilities early
in the software development
stages in pre productions, reducing
the cost and complexity of fixes.

Empowered Ownership

Makes security a shared
responsibility by equipping
developers with the tools and
knowledge to address isssues
without waiting for security teams.

Promoting
Continuous
Learning

Mistake Patterns

Highlights recurring mistakes or
bad practices, enabling developers
to learn from their errors and adopt
secure coding habits.

Custom Training Opportunities

Through the identification of
recurring vulnerabilities, developers
can be trained by viewing the
remediation as a video proof of
concept, which serves as a singular
source for resolving multiple issues
simultaneously.

Collaboration
with Security
Teams

Shared Understanding

provide a common platform
where developers and security
teams can collaborate, reducing
friction and finger-pointing.

Prioritized Threats

Helps developers focus on fixing the
most critical issues first, as
determined by their impact on the
attack path.