Skill Store 33

Polyglot Integration

Integrate multiple programming languages using FFI, native bindings, gRPC, or language bridges.

by aj-geddes · MIT

The skill

Integrate multiple programming languages using FFI, native bindings, gRPC, or language bridges. Use when combining strengths of different languages or integrating legacy systems.

Polyglot Integration

Table of Contents

Overview

Integrate code written in different programming languages to leverage their unique strengths and ecosystems.

When to Use

  • Performance-critical code in C/C++/Rust
  • ML models in Python from other languages
  • Legacy system integration
  • Leveraging language-specific libraries
  • Microservices polyglot architecture

Quick Start

Minimal working example:

// addon.cc
#include <node.h>

namespace demo {

using v8::FunctionCallbackInfo;
using v8::Isolate;
using v8::Local;
using v8::Object;
using v8::String;
using v8::Value;
using v8::Number;

void Add(const FunctionCallbackInfo<Value>& args) {
  Isolate* isolate = args.GetIsolate();

  if (args.Length() < 2) {
    isolate->ThrowException(v8::Exception::TypeError(
        String::NewFromUtf8(isolate, "Wrong number of arguments")));
    return;
  }

  if (!args[0]->IsNumber() || !args[1]->IsNumber()) {
    isolate->ThrowException(v8::Exception::TypeError(
        String::NewFromUtf8(isolate, "Arguments must be numbers")));
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Node.js Native Addons (C++) Node.js Native Addons (C++)
Python from Node.js Python from Node.js
Rust from Python (PyO3) Rust from Python (PyO3)
gRPC Polyglot Communication gRPC Polyglot Communication
Java from Python (Py4J) Java from Python (Py4J)

Best Practices

✅ DO

  • Use appropriate IPC mechanism
  • Handle serialization carefully
  • Implement proper error handling
  • Consider performance overhead
  • Use type-safe interfaces
  • Document integration points

❌ DON'T

  • Pass complex objects across boundaries
  • Ignore memory management
  • Skip error handling
  • Use blocking calls in async code

Use this skill

Connect your agent to the Skill Store MCP server and ask for it by ref: aj-geddes/polyglot-integration-42438697980.

Download SKILL.md · Markdown version

Details

Publisher
aj-geddes
Category
Software Development › Languages & frameworks
License
MIT
Updated
2026-03-04

References

More from aj-geddes