Best Practices

Building a reliable Synoria integration goes beyond making successful API requests. Good implementation practices help protect credentials, manage errors, control usage, and deliver consistent experiences as your application grows. Keep API keys on the server, validate user input, handle failures gracefully, and monitor request activity in production. Use structured prompts and clear model instructions to improve output consistency, while keeping application logic separate from AI-generated content. Start with focused workflows, test them with representative data, and introduce additional capabilities gradually. These practices create a stronger foundation for applications that depend on Synoria for chat, automation, analysis, coding, and other AI-powered experiences.

Protect API Credentials

Never expose private Synoria API keys in frontend code, public repositories, or client-side applications. Store credentials securely using environment variables or a dedicated secrets manager.

SYNORIA_API_KEY=your_api_key_here

Validate Inputs

Validate user-provided data before sending requests to Synoria. Clear input requirements reduce unnecessary requests and help prevent unexpected results.

function validatePrompt(prompt) {
  if (!prompt || typeof prompt !== "string") {
    throw new Error("Prompt is required.");
  }

  if (prompt.length > 5000) {
    throw new Error("Prompt is too long.");
  }

  return prompt.trim();
}

export { validatePrompt };

Use Clear Instructions

Well-structured prompts give models clearer context and expectations. Define the task, relevant information, desired format, and important constraints when generating application responses.

const prompt = `
You are a product research assistant.

Task:
Summarize the provided product information.

Requirements:
- Use concise language.
- Highlight three key benefits.
- Avoid unsupported claims.
- Return valid JSON.

Product:
${productDescription}
`;

const response = await client.chat.create({
  model: "axiom-1",
  messages: [
    {
      role: "user",
      content: prompt
    }
  ]
});

console.log(response.output);

Monitor Production Usage

Track request volume, response times, failures, and usage patterns after deployment. Monitoring helps identify performance issues early and provides useful insight for optimizing your integration.

async function monitoredRequest(request) {
  const startedAt = Date.now();

  try {
    const response = await request();

    console.log({
      status: "success",
      duration: Date.now() - startedAt
    });

    return response;
  } catch (error) {
    console.error({
      status: "failed",
      duration: Date.now() - startedAt,
      message: error.message
    });

    throw error;
  }
}

Continue Building

Start simple, protect your integration, and improve it through testing and monitoring. As your Synoria application grows, revisit security, performance, prompts, and usage patterns regularly.