Security for Vibe Coders & AI Builders

Vulnerability Scanning for
AI Applications.

Cencori Scan provides autonomous security for generative apps. We index your architecture, trace data flows, and automatically remediate vulnerabilities before they hit production.

scan.cencori.com/projects/acme-ai
READYSCORE: A
Finding 01

Untrusted user input flows to ChatCompletion sink

SOURCEapp/api/chat/route.ts :L42
SINKlib/openai-client.ts :L128
PROMPT_INJECTIONCRITICALCONFIDENCE_98%
Continuity Memory
Project Purpose
Financial advisory agent
Data Sensitivity
Tier 1 (Customer PII)
Accepted Risk
Internal staging only
Unified Engine

Dual-Model
Inference.

We leverage the fastest and deepest models in the world. Cerebras provides sub-100ms structural analysis, while Gemini executes deep architectural reasoning and remediation logic.

Layer 01 // Speed
Pattern Recognition

Instant detection of known vulnerabilities, secrets, and PII across the entire codebase during every commit phase.

LATENCY: <100ms
Layer 02 // Depth
Architectural Mapping

Deep reasoning over trust boundaries, data flows, and multi-file dependencies to identify complex architectural flaws.

CONTEXT_WINDOW: 1M_TOKENS
Zero Trust Privacy

Privacy-First
Detection.

Scan identifies 32+ types of PII across your entire codebase. Our redaction engine ensures that sensitive data never leaves your environment while still providing high-fidelity remediation.

EMAIL_ADDR
jane.d***@company.com
STRIPE_KEY
sk_live_****************
SSN_ENTITY
***-**-6482
AUTH_TOKEN
Bearer *************
Timeline Intelligence

The Security
Changelog.

Every scan generates a semantic history of your security posture. Track vulnerability regression, fix verification, and architectural evolution in plain English.

500+
Secret Patterns
32
PII Entity Types
CHANGELOG_POST_SCAN_v4.2MAY 12, 2026
[VERIFIED]

Remediated 2 high-severity SQL injection vulnerabilities in /api/v1/search via automated PR #142.

[REGRESSION]

Unencrypted API key exposed in new .env.example commit. Remediation recommended.

[EVOLUTION]

New trust boundary detected: vector-db-internal. Scan policies updated.

Native Connectivity

Deep Integrations.

GitHub

Native PR checks, remediation comments, and branch protection.

Slack/Discord

Real-time alerts for critical vulnerabilities and scan completions.

Custom Webhooks

Trigger CI/CD pipelines or custom security responses via signed events.

F
D
C
B
A
Security Standards

Continuous
Governance.

Our A-F scoring system isn't just a number. It's a continuous audit of your project's security health, updated with every scan. Maintain an 'A' grade to ensure enterprise-ready security posture.

  • SOC2 Type II Readiness
  • HIPAA/PII Compliance
  • OWASP Top 10 Coverage
NETWORK_STABILITY: 99.99%

Security for the next era
of engineering.