Features
Streaming support with performance overhaul
Conversation history management
Multi-provider load balancing
Extensible connector framework
Detailed logging and telemetry
Model-agnostic prompt templates
Chunked transcript generation
Support for Claude 4 Sonnet and Haiku
Multimodal AI detection combining static analysis and AI reasoning
SAST for custom and OWASP rules
SCA with reachability analysis (98% false positive reduction)
Secrets scanning with semantic analysis and entropy detection
Pre-commit blocking for secrets and unsafe code
Automated noise filtering using code context and prior decisions
Remediation guidance generated in PRs and IDEs
Continuous learning from triage to suppress false positives
CLI, CI/CD, and IDE (VS Code, JetBrains) integration
PR checks on GitHub, GitLab, Bitbucket, Azure
Jira and ticketing workflow routing
MCP server integration for AI tools like Cursor and Replit
Cloud context via partners (Palo Alto Networks, Sysdig, StackHawk)
Dynamic Dependency Resolution beta for Java/Kotlin (May 2026)
