This roadmap outlines our strategic direction for the next 12 months. Note that timelines are estimates and subject to change based on community feedback and contributor availability.
Status: In Progress 🚧
- Rebrand: Document "Neurosymbolic Verification" architecture.
- PII Masking: Integrate Presidio for privacy-first verification.
- Granular Confidence: Move beyond binary pass/fail to nuanced confidence scores with visual indicators.
- OpenSSF Silver Badge: Meet governance and security best practices.
Status: Planned 📅
- Cost Tracking: Built-in token usage and cost analysis per query.
- Streaming Support: Real-time feedback and progress indicators for long-running verifications.
- Performance Benchmarks: Publish comprehensive benchmarks against leading LLMs (GPT-4 vs QWED+GPT-4o-mini).
Status: Proposed 💡
- Multi-Language Support: Expand beyond Python SDK to TypeScript/Go/Rust.
- Custom DSL Support: Allow users to define custom verification logic.
- Enterprise Features:
- Audit Logging
- SSO Integration (Separate Enterprise Repo)
- Role-Based Access Control (RBAC)
We welcome community input! If you have suggestions:
- Check existing Issues.
- Start a Discussion.
- Propose a new feature with a detailed use case.