✓
completed
Q2 2025
Core CUDA Editor
VSCode-based editor with real-time CUDA profiling and AI-powered code assistance.
• NVIDIA Nsight Compute integration
• Real-time GPU performance metrics
• AI-powered CUDA autocomplete
• Hardware detection and optimization
✓
completed
Q3 2025
Multi-LLM Provider Support
Comprehensive support for 15+ LLM providers with local model integration.
• OpenAI, Anthropic, Deepseek integration
• Local Ollama and vLLM support
• BYOK (Bring Your Own Key) flexibility
• Fill-in-the-Middle optimization
✓
completed
Q3 2025
Advanced Profiling System
Enhanced profiling capabilities with inline performance analysis and optimization.
• Inline CodeLens performance display
• Color-coded efficiency indicators
• Bottleneck detection algorithms
• Historical performance tracking
→
in progress
Q4 2025
Serverless Profiling Platform
Cloud-based profiling for custom GPU configurations without local hardware requirements.
• Remote GPU profiling service
• Custom GPU configuration support
• Cross-architecture benchmarking
• Performance comparison analytics
○
planned
Q1 2026
Multi-GPU Optimization Suite
Advanced optimization and scaling capabilities across multiple GPU architectures.
• Multi-GPU kernel optimization
• Load balancing recommendations
• Distributed computing integration
• HPC environment support
○
planned
Q2 2026
Fine-Tuned Reasoning (FTR)
AI models specifically trained on GPU optimization patterns and CUDA best practices.
• CUDA-specialized AI models
• Hardware-aware code generation
• Performance prediction algorithms
• Optimization pattern recognition
○
planned
Q3 2026
Advanced Memory Management
Intelligent memory optimization with automatic leak detection and pool management.
• Automatic memory leak detection
• Memory pool optimization
• Dynamic allocation strategies
• Memory bandwidth analysis
○
planned
Q4 2026
Next-Gen Architecture Support
Support for emerging GPU architectures and quantum-GPU hybrid computing.
• Custom silicon optimization
• Quantum-GPU hybrid integration
• RT core optimization tools
• Tensor core acceleration
┌─────────────────────────────────────────────────────────────────┐
│ ✓ COMPLETED → IN PROGRESS ○ PLANNED │
└─────────────────────────────────────────────────────────────────┘
TIMELINE
✓Q2 2025|Core CUDA Editor
│
✓Q3 2025|Multi-LLM Provider Support
│
✓Q3 2025|Advanced Profiling System
│
→Q4 2025|Serverless Profiling Platform
│
○Q1 2026|Multi-GPU Optimization Suite
│
○Q2 2026|Fine-Tuned Reasoning (FTR)
│
○Q3 2026|Advanced Memory Management
│
○Q4 2026|Next-Gen Architecture Support
✓ COMPLETED
→ IN PROGRESS
○ PLANNED