Skills Development ElevenLabs Production Deployment Checklist

ElevenLabs Production Deployment Checklist

v20260423
elevenlabs-prod-checklist
A comprehensive checklist guiding the safe and robust deployment of Text-to-Speech (TTS) integrations powered by ElevenLabs into a live production environment. It covers critical steps including API configuration, implementing health checks, setting up circuit breakers for resilience, and establishing thorough monitoring and rollback procedures, ensuring reliable voice feature go-live.
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Overview

ElevenLabs Production Checklist

Overview

Complete checklist for deploying ElevenLabs TTS/voice integrations to production. Covers API configuration, health checks, circuit breakers, monitoring, and rollback procedures.

Prerequisites

  • Staging environment tested and verified
  • Production API key (separate from dev/staging)
  • Monitoring and alerting infrastructure ready

Instructions

Step 1: Pre-Deployment Verification

Configuration:

  • Production API key stored in secure vault (not in code)
  • ELEVENLABS_API_KEY set in deployment platform's secrets
  • Webhook secret configured (if using webhooks)
  • Using production model ID (eleven_multilingual_v2 or eleven_v3)

Code Quality:

  • All tests passing with mocked ElevenLabs SDK
  • No hardcoded API keys (scan with grep -r "sk_" src/)
  • Error handling covers 400, 401, 404, 429, 5xx responses
  • Rate limiting implemented matching plan concurrency limit
  • Text splitting handles inputs > 5,000 characters
  • Audio output format appropriate for use case

Quota Planning:

  • Estimated monthly character usage fits within plan limit
  • Usage-based billing enabled (Creator+ plans) if needed
  • Flash/Turbo models used where latency matters more than quality

Step 2: Health Check Endpoint

// src/api/health.ts
import { ElevenLabsClient } from "@elevenlabs/elevenlabs-js";

interface HealthStatus {
  status: "healthy" | "degraded" | "unhealthy";
  elevenlabs: {
    connected: boolean;
    latencyMs: number;
    quotaRemaining: number | null;
    quotaPctUsed: number | null;
  };
  timestamp: string;
}

export async function healthCheck(): Promise<HealthStatus> {
  const client = new ElevenLabsClient();
  const start = Date.now();

  try {
    const user = await client.user.get();
    const latency = Date.now() - start;
    const { character_count, character_limit } = user.subscription;
    const remaining = character_limit - character_count;
    const pctUsed = Math.round((character_count / character_limit) * 100);

    return {
      status: pctUsed > 90 ? "degraded" : "healthy",
      elevenlabs: {
        connected: true,
        latencyMs: latency,
        quotaRemaining: remaining,
        quotaPctUsed: pctUsed,
      },
      timestamp: new Date().toISOString(),
    };
  } catch (error) {
    return {
      status: "unhealthy",
      elevenlabs: {
        connected: false,
        latencyMs: Date.now() - start,
        quotaRemaining: null,
        quotaPctUsed: null,
      },
      timestamp: new Date().toISOString(),
    };
  }
}

Step 3: Circuit Breaker

// src/elevenlabs/circuit-breaker.ts
type CircuitState = "closed" | "open" | "half-open";

export class ElevenLabsCircuitBreaker {
  private state: CircuitState = "closed";
  private failures = 0;
  private lastFailure = 0;

  constructor(
    private failureThreshold = 5,       // Open after N consecutive failures
    private resetTimeMs = 30_000,       // Try again after 30s
  ) {}

  async execute<T>(operation: () => Promise<T>, fallback?: () => T): Promise<T> {
    if (this.state === "open") {
      if (Date.now() - this.lastFailure > this.resetTimeMs) {
        this.state = "half-open";
      } else {
        if (fallback) return fallback();
        throw new Error("ElevenLabs circuit breaker is open — service unavailable");
      }
    }

    try {
      const result = await operation();
      this.onSuccess();
      return result;
    } catch (error) {
      this.onFailure();
      if (fallback) return fallback();
      throw error;
    }
  }

  private onSuccess() {
    this.failures = 0;
    this.state = "closed";
  }

  private onFailure() {
    this.failures++;
    this.lastFailure = Date.now();
    if (this.failures >= this.failureThreshold) {
      this.state = "open";
      console.error(`[ElevenLabs] Circuit breaker OPEN after ${this.failures} failures`);
    }
  }

  getState(): CircuitState {
    return this.state;
  }
}

// Usage: graceful degradation when ElevenLabs is down
const breaker = new ElevenLabsCircuitBreaker();

async function generateSpeechWithFallback(text: string, voiceId: string) {
  return breaker.execute(
    () => client.textToSpeech.convert(voiceId, {
      text,
      model_id: "eleven_multilingual_v2",
    }),
    () => {
      // Fallback: return pre-generated placeholder audio or null
      console.warn("[ElevenLabs] Using fallback — TTS unavailable");
      return null;
    }
  );
}

Step 4: Monitoring & Alerting

// src/elevenlabs/monitor.ts
interface TTSMetric {
  operation: string;
  voiceId: string;
  modelId: string;
  textLength: number;
  latencyMs: number;
  success: boolean;
  errorCode?: string;
}

function emitMetric(metric: TTSMetric) {
  // Send to your monitoring system (Datadog, CloudWatch, Prometheus, etc.)
  console.log(JSON.stringify({
    ...metric,
    timestamp: new Date().toISOString(),
    service: "elevenlabs",
  }));
}

// Alert thresholds
const ALERT_RULES = {
  p99_latency_ms: 5000,       // Alert if p99 > 5 seconds
  error_rate_pct: 5,           // Alert if error rate > 5%
  quota_used_pct: 80,          // Alert when 80% quota used
  circuit_breaker_open: true,  // Alert on circuit breaker trip
};

Step 5: Pre-Flight Check Script

#!/bin/bash
# pre-flight-check.sh — Run before deploying

echo "=== ElevenLabs Pre-Flight Check ==="

# 1. API connectivity
HTTP=$(curl -s -o /dev/null -w "%{http_code}" \
  https://api.elevenlabs.io/v1/user \
  -H "xi-api-key: ${ELEVENLABS_API_KEY}")
echo "API connectivity: HTTP $HTTP"
[ "$HTTP" != "200" ] && echo "FAIL: API not reachable" && exit 1

# 2. Quota check
QUOTA=$(curl -s https://api.elevenlabs.io/v1/user \
  -H "xi-api-key: ${ELEVENLABS_API_KEY}" | \
  jq '.subscription | (.character_limit - .character_count)')
echo "Characters remaining: $QUOTA"
[ "$QUOTA" -lt 10000 ] && echo "WARN: Low quota"

# 3. Voice availability
VOICE_COUNT=$(curl -s https://api.elevenlabs.io/v1/voices \
  -H "xi-api-key: ${ELEVENLABS_API_KEY}" | jq '.voices | length')
echo "Voices available: $VOICE_COUNT"

# 4. TTS smoke test
TTS_STATUS=$(curl -s -o /dev/null -w "%{http_code}" \
  -X POST "https://api.elevenlabs.io/v1/text-to-speech/21m00Tcm4TlvDq8ikWAM" \
  -H "xi-api-key: ${ELEVENLABS_API_KEY}" \
  -H "Content-Type: application/json" \
  -d '{"text":"Pre-flight check.","model_id":"eleven_flash_v2_5"}')
echo "TTS smoke test: HTTP $TTS_STATUS"
[ "$TTS_STATUS" != "200" ] && echo "FAIL: TTS not working" && exit 1

echo "=== All checks passed ==="

Deployment Monitoring

Alert Condition Severity
API unreachable Health check fails 3x P1 — Critical
Quota exhausted 401 quota_exceeded P1 — Critical
High error rate 5xx > 5% of requests P2 — High
Rate limited 429 > 10/min sustained P2 — High
High latency p99 > 5000ms P3 — Medium
Quota warning > 80% used P3 — Medium

Error Handling

Scenario Response
ElevenLabs API down Circuit breaker opens; fallback to cached/placeholder audio
Quota exhausted mid-day Alert team; switch to Flash model (0.5x cost); queue non-urgent requests
Voice deleted Return 404 to caller; alert; fall back to default voice
Webhook delivery failing Monitor ElevenLabs webhook health; webhooks auto-disable after 10 failures

Resources

Next Steps

For version upgrades, see elevenlabs-upgrade-migration. For cost optimization, see elevenlabs-cost-tuning.

Info
Category Development
Name elevenlabs-prod-checklist
Version v20260423
Size 8.25KB
Updated At 2026-04-28
Language