timeline & updates | building in public.
- we’re building the mvp! leveraging our pre-trained ml model for false positive reduction, we’re launching an ai-powered sast platform with llm auto-fix. beta access coming soon. – 29/oct/25
- currently building SaST model, focusing on reducing false positives & increasing confidence rate of our models. see the video here. – 24/oct/25
- first building-block of the platform, SaST (Static Application Security Testing), here is a explainer. – 18/oct/25
Upcoming features
our upcoming releases focus on deeper automation, context-aware insights, and seamless developer experience:turning code security from a blocker into a catalyst for innovation.
| Feature | Description | ETA | Status |
|---|---|---|---|
| Contextual Remediation Guidance | Get AI-generated, context-aware explanations and code fixes for each vulnerability. | Q1 2026 | 🔄 In Development |
| Policy-as-Code Enforcement | Automatically enforce your team’s security policies in CI/CD pipelines. | Q1 2026 | 🧪 Testing |
| Compliance Framework Mapping | Map vulnerabilities to SOC2, ISO, and CWE controls with one click. | Q2 2026 | 🧩 Planned |
| Copilot / Cursor Real-Time Scanning | Instantly scan AI-generated suggestions before you accept them in your IDE. | Q2 2026 | 🔄 In Development |
| Dashboard v2 (Team Insights) | Enhanced team metrics, scan trends, and risk dashboards. | Q1 2026 | 🧪 Testing |
| False-Positive Feedback Loop | Mark false positives once — the system learns and improves automatically. | Q2 2026 | 🔄 In Development |
| Custom Rule Builder | No-code interface to create and test your own security rules. | Q3 2026 | 🧩 Planned |
| AI-Specific Vulnerability Patterns | Detect insecure AI usage patterns (prompt leaks, hallucinated packages, etc.). | Q2 2026 | 🔄 In Development |
| Jenkins Integration Plugin | Seamless Jenkins support for legacy enterprise pipelines. | Q3 2026 | 🧩 Planned |
| Advanced RBAC Roles & Audit Logs | Fine-grained permissions, audit trails, and role templates for security teams. | Q2 2026 | 🧩 Planned |
| Compliance Reports Export (PDF/CSV) | Download compliance and vulnerability reports in audit-ready formats. | Q2 2026 | 🧩 Planned |
| Multi-Provider LLM Auto-Fix Engine | Improved reliability using GPT-4 + Claude fallback system for code fixes. | Q1 2026 | 🧪 Testing |
| Real-Time Inline Scanning 2.0 | Faster IDE scanning with sub-500 ms latency. | Q2 2026 | 🔄 In Development |
| Zero-Config Setup (Auto-Detect Frameworks) | Instantly set up scans by detecting project frameworks automatically. | Q1 2026 | ✅ Rolling Out |