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Systems Engineering & Modernization

High-Performance C++.
Future-Proof Architecture.

We engineer robust C++ software. Whether migrating C++98 to C++17 / 20 / 23 / 26 for the enterprise or building dependency-free binaries for the edge, we deliver speed, safety, and simplicity.

Engineering Services

Specialized C++ engineering. We fix technical debt in the enterprise and build high-performance logic at the edge.

Most Popular

Legacy Code Rescue

Is your C++98 codebase crashing or slowing down development? We audit, stabilize, and modernize legacy systems to reduce technical debt.

Deliverables:
  • • Comprehensive Tech Debt Report
  • • Memory Leak & Concurrency Analysis
  • C++17 / 20 / 23 / 26 Migration Roadmap

Embedded C++ & Bare Metal

We build high-performance firmware and applications. From ESP32 Bare Metal to optimized Linux binaries for Jetson/Pi.

Capabilities:
  • • Zero-Copy Memory Pipelines
  • • Dependency-Free Static Binaries
  • • Inference Optimization (Int8/FP16)

Build System Modernization

Still using fragile Makefiles? We migrate you to CMake and Conan for robust, reproducible builds across any platform.

Pathways:
  • • C++20 Modules Integration
  • • Cross-Compilation Setup
  • • Static Analysis (Clang-Tidy)

White Label Partner

We act as the specialized "Systems Department" for agencies. You handle the client; we handle the kernel panics and modernization.

Relationship:
  • • Fixed Monthly Retainer
  • • Embedded & Modernization Expertise
  • • Seamless Slack Integration
Sectors

Critical Infrastructure.

🏦

FinTech & Trading

Reducing latency in execution engines and modernizing C++98 legacy banking systems for C++26.

🏭

Industrial Automation

Embedded control systems and defect detection on the factory floor (PLC/Edge integration).

📡

Defense & Security

Robust, safety-critical C++ for sensor fusion, radar, and surveillance hardware.

Performance Benchmarks

Python / Legacy C++12 FPS / High Latency
CCM Modern C++2058 FPS / Real-Time
* Optimization via C++20 Zero-Copy refactoring.

Latest from the Log

Benchmarks, architectural decisions, and modern C++ patterns.

View all articles
PerformanceJan 2026

Why `malloc` is Killing Your Latency

A deep dive into C++ memory arenas and standard allocators. How we reduced P99 latency by 30% in a legacy trading engine by swapping allocators.

Read Deep Dive
void* malloc(size_t) {
  syscall(...)
  // LOCK
  // WAIT...
}

Our Technical Stack

We leverage modern toolchains to ensure performance and safety, from the microcontroller to the cloud build agent.

Microcontrollers

ESP32 Vision Node

Highly optimized C++ firmware for ESP32-S3. Handles camera drivers, frame buffering, and MJPEG streaming with minimal RAM overhead.

Open Source
Linux Application

Jetson/Pi Pipeline

A modular GStreamer & OpenCV wrapper for heavier workloads. Standardizes perception logic across Raspberry Pi 5 and NVIDIA Jetson.

Open Source
Performance Labs

Modern C++ Benchmarks

Migration requires safety. We deploy CMake, Conan, and Clang Sanitizers to ensure your modernized codebase is reproducible and memory-safe.

We don't guess; we measure. Check our open-source benchmarks comparing C++98 vs C++23 patterns for latency and memory safety.

Enterprise Ready

Let's Build It.

Whether you need to Modernize a legacy system or architect a new Edge pipeline, we are ready to engineer the solution.