CodeQL (GitHub) vs Cyabra
Compare security AI Tools
CodeQL (GitHub)
Semantic code analysis engine used for code scanning queries and security research free for public repos and part of GitHub Advanced Security for private code.
Cyabra
Threat intelligence for narratives bots and influence analysis across social platforms used by brands governments and security teams to detect coordinated manipulation.
Feature Tags Comparison
Only in CodeQL (GitHub)
Shared
Only in Cyabra
Key Features
CodeQL (GitHub)
- • Free code scanning for public repositories on GitHub dot com
- • Advanced Security brings enterprise features for private repos
- • Declarative query language to model flows and data dependencies
- • Extensive query packs and libraries maintained by community
- • CI integrations with SARIF outputs for routing and dashboards
- • Variant analysis to find bug families across services
Cyabra
- • Narrative mapping across platforms with cluster views
- • Bot and inauthentic behavior detection with evidence
- • Account and media drill downs for investigations
- • Deepfake and GenAI content risk indicators
- • Alerts and reporting for rapid incident response
- • Enterprise onboarding with governance and SLAs
Use Cases
CodeQL (GitHub)
- → Gate pull requests with code scanning before merge
- → Build organization rulepacks based on past incidents
- → Run variant analysis to remove whole bug classes at once
- → Export SARIF to SIEM and dashboards for leadership views
- → Educate developers with precise fix examples in checks
- → Schedule repo wide scans to catch drift and regressions
Cyabra
- → Monitor harmful campaigns targeting a brand or leader
- → Investigate suspicious spikes and coordinated posts
- → Map narrative origins and likely amplifier networks
- → Detect synthetic personas and deepfake assets early
- → Support election integrity teams with evidence packs
- → Guide legal or takedown actions with documented trails
Perfect For
CodeQL (GitHub)
app sec engineers dev leads and platform teams that need explainable static analysis free for public repos and governed features for private code
Cyabra
brand protection leads public sector analysts cyber and intel teams PR and crisis communicators who need cross platform narrative and bot detection with enterprise governance
Capabilities
CodeQL (GitHub)
Cyabra
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