AI-POWERED CODE SECURITY

Find vulnerabilities before
they become
incidents.

LLM-powered analysis, STIG compliance, CVE scanning, and secret detection — unified in one platform, with audit-ready reports your security team can act on.

Try Demo See how it works ↓
bugsy — scan
$ bugsy scan --repo github.com/acme/api-backend
Cloning repository...
Detected: Python 3.12, FastAPI, PostgreSQL, Docker
Analyzing 1,204 files...
● CRITICAL auth/session.py:124
SQL injection via unsanitized f-string (CWE-89)
● HIGH api/users.py:67
Hardcoded JWT secret committed in source (CWE-798)
▸ STIG APSC-DV-002560
Missing input validation before DB operation
4 critical · 12 high · 8 STIG · 3 CVEs

THE PROBLEM

01

Static analysis has a noise problem.

Traditional SAST tools generate thousands of findings, most of them false positives. Engineers stop reading them. The real vulnerabilities hide in the noise.

02

STIG and CWE compliance is a manual slog.

Mapping findings to control IDs, running checklist reviews, generating audit reports — each cycle takes weeks. That's engineering time spent on paperwork.

03

Security and dev live in different worlds.

Findings written for auditors aren't actionable for developers. Without code context and remediation guidance, findings sit unresolved for months.

CAPABILITIES

The full security stack, unified.

LLM ANALYSIS

AI context, not just pattern matching.

Powered by Claude Sonnet, Bugsy understands the semantic intent of your code — not just its syntax. It detects injection patterns, auth flaws, and logic vulnerabilities that static tools miss. Every finding includes detailed remediation guidance, not just a line number.

  • CWE-89: SQL Injection
  • CWE-798: Hardcoded Credentials
  • CWE-287: Improper Authentication
  • 200+ CWE rules covered
STIG COMPLIANCE

Audit-ready in minutes, not weeks.

Automatically map findings to STIG control IDs across Application Server, Database, Web Server, and API SRGs. Generate checklist-ready reports for your Authorizing Official in HTML, PDF, or Markdown.

  • Application Server SRG V4R3
  • Database SRG V4R3
  • Web Server SRG V4R3
  • API SRG V3R2
CVE SCANNING

Know your supply chain exposure.

Every dependency your code uses is checked against NVD and OSV databases. Get a prioritized list of vulnerable packages with fix versions, severity scores, and transitive dependency graphs.

  • CVSS v3 scoring
  • Fix version suggestions
  • Transitive dependency detection
  • License risk flagging
SECRET DETECTION

Stop secrets before they reach production.

Detect API keys, tokens, private keys, and PII embedded in source code or commit history. High-signal classification with low false-positive rates and contextual suppression support.

  • AWS / GCP / Azure keys
  • JWT & OAuth secrets
  • Private SSH / TLS keys
  • PII patterns (SSN, CCN)

HOW IT WORKS

From commit to report in minutes.

1

Connect

Link your GitHub, GitLab, or Bitbucket repo. Bugsy queues a scan on every push to protected branches.

2

Analyze

The AI engine parses code with Tree-sitter, retrieves relevant rules via RAG, and evaluates with Claude Sonnet.

3

Prioritize

Findings are deduplicated, severity-ranked, and mapped to CWE, STIG, and CVE identifiers. False positives suppressed.

4

Report

Download audit-ready HTML, PDF, or Markdown reports. Share directly with your AO or security team.

ENTERPRISE READY

Ship code you can defend.

Experience Bugsy Enterprise's full platform with realistic demo data — from scan results to compliance reports.

Try Demo