Inline insights with C/C++ that shows CPU, memory, energy
beLow automatically analyzes your C and C++ embedded code to identify performance bottlenecks and generate optimized code tailored to your target hardware. Slash execution time, reduce energy consumption, and accelerate time to market. Designed for developers building in automotive, aerospace, robotics, and other performance-critical systems, beLow simplifies the complex work of embedded code optimization so teams can focus on innovation, not fine-tuning.
After years fighting performance bottlenecks in embedded projects — spending endless time hunting for the right computation path, the right variable type, or the right compiler flags for a specific hardware target — we wanted a tool that finally connects real hardware constraints with modern AI.
That’s why we built beLow.
It analyzes your C/C++ code on your own hardware target, measures actual CPU cycles, memory patterns, and instruction-level behavior, and feeds all of that directly into AI agents that propose optimizations or even generate hardware-aware code.
What makes it different?
Most AI tools generate generic code with no understanding of embedded constraints. beLow is fully hardware-aware, runs locally, and blends static + dynamic analysis to surface concrete, measurable gains. Early users in automotive, aerospace, and IoT are already seeing execution-time improvements of up to 45%.
To celebrate our Product Hunt launch, we’re opening our software and giving PH users priority onboarding + extended free usage.
If you want faster, leaner embedded code:
👉 Install the VS Code extension
👉 Run the MCP server
👉 Analyze, optimize, or generate code instantly
We’d love your feedback — help us shape the future of AI-guided embedded development. 🚀
Hey Product Hunt! 👋
After years fighting performance bottlenecks in embedded projects — spending endless time hunting for the right computation path, the right variable type, or the right compiler flags for a specific hardware target — we wanted a tool that finally connects real hardware constraints with modern AI.
That’s why we built beLow.
It analyzes your C/C++ code on your own hardware target, measures actual CPU cycles, memory patterns, and instruction-level behavior, and feeds all of that directly into AI agents that propose optimizations or even generate hardware-aware code.
What makes it different?
Most AI tools generate generic code with no understanding of embedded constraints. beLow is fully hardware-aware, runs locally, and blends static + dynamic analysis to surface concrete, measurable gains. Early users in automotive, aerospace, and IoT are already seeing execution-time improvements of up to 45%.
To celebrate our Product Hunt launch, we’re opening our software and giving PH users priority onboarding + extended free usage.
If you want faster, leaner embedded code:
👉 Install the VS Code extension
👉 Run the MCP server
👉 Analyze, optimize, or generate code instantly
We’d love your feedback — help us shape the future of AI-guided embedded development. 🚀