Security reviews of GitHub repositories often begin well, with CodeQL pipelines, Dependabot alerts, or Gitleaks scans enabled. But the challenge is what comes after detection. Findings sit idle in GitHub, disconnected from remediation workflows, often lost in backlog triage or skipped entirely because they lacked ownership or business context.
Strobes solves this gap. Built for modern security teams managing DevOps-first environments, the GitHub integration with Strobes converts passive scan results into traceable, prioritized, and fix-ready tickets. From SAST and SCA to credential leak detection, this integration helps security and engineering teams take meaningful action without rebuilding their pipelines from scratch.
Let’s break down how it works, what it changes, and why it matters for scaling application security.
What Is GitHub Security Scanning?
GitHub provides multiple in-built tools for securing repositories:
- CodeQL for identifying code-level vulnerabilities (SAST).
- Dependabot for surfacing dependency risks (SCA).
- Gitleaks for catching hardcoded credentials during code commits.
Each of these tools runs natively inside GitHub and is easy to configure. But their output lives in different sections of the UI, with no cross-tool correlation, business-risk context, or structured remediation assignment.
Most engineering teams don’t revisit GitHub security alerts unless they block a pull request or appear in a weekly audit. That leads to known vulnerabilities going unfixed, not for lack of detection, but for lack of operational handling.
What Is Strobes?
Strobes is a Continuous Threat Exposure Management (CTEM) platform that brings structure, prioritization, and automation to vulnerability data, regardless of where it originates.
For code security, it:
- Ingests vulnerabilities from scanners like CodeQL, Snyk, GitHub-native tools, and more
- Re-evaluates each finding using exploitability, asset classification, and business tags
- Converts high-risk issues into tickets in Jira, Azure Boards, or ServiceNow
- Tracks remediation timelines through SLA timers and retesting triggers
- Connects every vulnerability back to its source repository, owner, and asset
It doesn’t replace your GitHub tools. It turns them into an operational AppSec workflow.
The Purpose of GitHub Integration with Strobes
Security teams often activate GitHub scans and stop at detection. But detecting isn’t solving.
GitHub Integration with Strobes is for teams who:
- Use GitHub-native scanners for code analysis, but don’t act on alerts consistently
- Want to remove alert noise and reduce false positives
- Need structured workflows that assign remediation to the right owners
- Prefer a central platform that consolidates SAST, SCA, and credential risk views
By linking GitHub directly with Strobes, all scan data is automatically pulled, contextualized, and routed into real workflows, backed by reporting that scales.
What the Integration Does?
1. Data Ingestion from GitHub
Once connected, Strobes pulls:
- CodeQL findings with language-specific metadata (e.g., JavaScript, Java, Python)
- Dependabot alerts, including package names, affected versions, CVE data, and suggested fixes
- Gitleaks detections for exposed tokens, access keys, and sensitive patterns in recent commits
You can define the sync frequency, whether continuous, daily, or event-triggered, based on commit activity.
2. Normalization and Deduplication
GitHub scan results are imported into Strobes’ internal data model:
- Repeated issues (e.g., same CVE across branches or microservices) are deduplicated
- Credential leaks that appear multiple times across repositories are consolidated
- Noise from stale alerts is reduced automatically by verifying exploitability and asset context
This filters irrelevant findings and accelerates triage.
3. Risk Scoring and Prioritization
Not all vulnerabilities in GitHub warrant equal attention. Strobes evaluates each based on:
- Exploit status (live exploits in the wild or trending CVEs)
- Repository exposure (public or internal)
- Business tags (e.g., revenue-impacting services, production data handlers)
- Asset owner and criticality
A customized risk score is assigned to each vulnerability. Teams don’t waste time on what’s low-risk; they focus on what’s dangerous.
4. Automated Remediation Workflows
Based on the rules you define, Strobes routes GitHub findings to the right destinations:
- Create a Jira ticket when a critical CodeQL alert hits a customer-facing repository
- Send a Slack notification if a Gitleaks detection appears in a regulated repo
- Auto-assign SCA alerts to engineering leads responsible for vulnerable packages
- Start SLA timers for each assigned issue and escalate if overdue
Everything is tracked and validated no more guessing what’s fixed.
5. Dashboards and Reporting
GitHub Integration with Strobes provides unified visibility:
- View findings filtered by scanner type (CodeQL, Dependabot, Gitleaks)
- Monitor repositories with high volumes of unaddressed issues
- Track SLA trends across application teams
- Generate audit reports for SAST/SCA/credential scan coverage
Executives, compliance teams, and engineers all get views tailored to their roles.
Why This Integration Matters?
Stops Alert Flooding
GitHub scans often produce alerts at scale, thousands across microservices and versions. Strobes ensure that duplicates and low-priority issues don’t choke your backlog.
Brings Context to Vulnerabilities
CodeQL will tell you about a code injection. Strobes will tell you whether that repo runs in production, is externally exposed, and whether the vulnerability is actively being exploited elsewhere.
Automates Ownership and SLAs
Security teams shouldn’t manually chase developers. With this integration, the right person is notified, a ticket is created with all context, and SLAs track closure timelines.
Converts Activity into Strategy
Technical alerts aren’t useful to leadership. Strobes converts GitHub scans into measurable business risk reduction, complete with boardroom-ready metrics and heatmaps.
Who Uses This Integration?
Ideal for:
- Fast-moving engineering teams using GitHub CI/CD
- Security teams managing large codebases with limited AppSec headcount
- SaaS companies needing clean vulnerability SLAs tied to compliance policies
- Teams with multiple microservices needing repo-specific ownership and triage
Final Thoughts
CodeQL, Dependabot, and Gitleaks do their job well, but they work better when connected to a platform that makes them operational. Strobes turns GitHub security scans from static alerts into structured workflows that prioritize risk, drive remediation, and scale with engineering velocity.
Whether your goal is risk reduction, SLA compliance, or audit preparedness, GitHub Integration with Strobes makes it achievable.
Want to See It Live?
Connect your GitHub environment to Strobes and put your scan data to work.
👉 Request a Demo
