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Juicebox Cost Tuning

juicebox-cost-tuning

Optimize Juicebox costs and usage. Use when reducing API costs, optimizing quota usage, or implementing cost-effective Juicebox patterns. Trigger with phrases like "juicebox cost", "juicebox budget", "optimize juicebox usage", "juicebox pricing".

SKILL.md

Full skill instructions

Juicebox Cost Tuning

Overview

Optimize Juicebox API usage to maximize value while minimizing costs.

Prerequisites

  • Access to Juicebox usage dashboard
  • Understanding of pricing tiers
  • Baseline usage metrics

Juicebox Pricing Model

TierMonthly CostSearchesEnrichmentsSupport
Free$0500100Community
Pro$9910,0002,000Email
Business$49950,00010,000Priority
EnterpriseCustomUnlimitedUnlimitedDedicated

Instructions

Step 1: Track Usage

// lib/​usage-tracker.ts
interface UsageMetrics {
  searches: number;
  enrichments: number;
  apiCalls: number;
  dataTransfer: number;
}

export class UsageTracker {
  private metrics: UsageMetrics = {
    searches: 0,
    enrichments: 0,
    apiCalls: 0,
    dataTransfer: 0
  };

  private readonly limits: UsageMetrics;

  constructor(tier: 'free' | 'pro' | 'business') {
    this.limits = this.getLimits(tier);
  }

  trackSearch(): void {
    this.metrics.searches++;
    this.checkLimits();
  }

  trackEnrichment(): void {
    this.metrics.enrichments++;
    this.checkLimits();
  }

  getUsagePercentage(): Record<string, number> {
    return {
      searches: (this.metrics.searches / this.limits.searches) * 100,
      enrichments: (this.metrics.enrichments / this.limits.enrichments) * 100
    };
  }

  private checkLimits(): void {
    const usage = this.getUsagePercentage();
    if (usage.searches > 80 || usage.enrichments > 80) {
      this.sendAlert('Approaching usage limit');
    }
  }
}

Step 2: Implement Smart Caching

// lib/​cost-aware-cache.ts
export class CostAwareCache {
  // Cache expensive operations longer
  private ttlByOperation: Record<string, number> = {
    'search': 5 * 60,           // 5 minutes
    'profile.basic': 60 * 60,   // 1 hour
    'profile.enriched': 24 * 60 * 60, // 24 hours (expensive)
    'export': 7 * 24 * 60 * 60  // 7 days (very expensive)
  };

  async getOrFetch<T>(
    operation: string,
    key: string,
    fetchFn: () => Promise<T>
  ): Promise<T> {
    const cached = await this.get<T>(key);
    if (cached) {
      metrics.increment('cache.hit', { operation });
      return cached;
    }

    metrics.increment('cache.miss', { operation });
    const result = await fetchFn();

    const ttl = this.ttlByOperation[operation] || 300;
    await this.set(key, result, ttl);

    return result;
  }
}

Step 3: Deduplicate Requests

// lib/​request-deduplicator.ts
export class RequestDeduplicator {
  private inFlight = new Map<string, Promise<any>>();

  async dedupe<T>(key: string, fn: () => Promise<T>): Promise<T> {
    const existing = this.inFlight.get(key);
    if (existing) {
      return existing as Promise<T>;
    }

    const promise = fn().finally(() => {
      this.inFlight.delete(key);
    });

    this.inFlight.set(key, promise);
    return promise;
  }
}

// Usage - prevents duplicate API calls
const deduplicator = new RequestDeduplicator();

async function getProfile(id: string): Promise<Profile> {
  return deduplicator.dedupe(`profile:${id}`, () =>
    client.profiles.get(id)
  );
}

Step 4: Batch Operations

// lib/​cost-optimizer.ts
export class CostOptimizer {
  // Instead of individual enrichments, batch them
  async enrichProfiles(ids: string[]): Promise<Profile[]> {
    const BATCH_SIZE = 100; // API limit
    const results: Profile[] = [];

    for (let i = 0; i < ids.length; i += BATCH_SIZE) {
      const batch = ids.slice(i, i + BATCH_SIZE);
      // One API call for 100 profiles vs 100 calls
      const enriched = await client.profiles.batchEnrich(batch);
      results.push(...enriched);
    }

    return results;
  }

  // Selective enrichment - only enrich what you need
  async smartEnrich(profile: Profile, requiredFields: string[]): Promise<Profile> {
    const missingFields = requiredFields.filter(f => !profile[f]);

    if (missingFields.length === 0) {
      return profile; // No enrichment needed
    }

    return client.profiles.enrich(profile.id, {
      fields: missingFields // Only fetch missing data
    });
  }
}

Step 5: Usage Dashboard

// routes/​usage.ts
router.get('/​api/​usage/​dashboard', async (req, res) => {
  const usage = await juiceboxClient.usage.get();

  const dashboard = {
    currentPeriod: {
      searches: usage.searches,
      searchLimit: usage.limits.searches,
      searchPercentage: (usage.searches / usage.limits.searches) * 100,
      enrichments: usage.enrichments,
      enrichmentLimit: usage.limits.enrichments,
      enrichmentPercentage: (usage.enrichments / usage.limits.enrichments) * 100
    },
    projectedUsage: {
      searchesEndOfMonth: projectUsage(usage.searches, usage.periodStart),
      enrichmentsEndOfMonth: projectUsage(usage.enrichments, usage.periodStart)
    },
    costSavings: {
      cacheHitRate: await getCacheHitRate(),
      dedupeSavings: await getDedupeSavings(),
      batchingSavings: await getBatchingSavings()
    }
  };

  res.json(dashboard);
});

Cost Optimization Checklist

## Monthly Cost Review

### Caching
- [ ] Cache hit rate > 70%
- [ ] High-cost operations cached longer
- [ ] Cache invalidation working properly

### Request Optimization
- [ ] Deduplication enabled
- [ ] Batch operations used
- [ ] Selective field fetching

### Usage Patterns
- [ ] No unnecessary enrichments
- [ ] Search results paginated efficiently
- [ ] Exports scheduled off-peak

### Alerts
- [ ] 80% usage warning configured
- [ ] Anomaly detection enabled
- [ ] Budget alerts set up

Output

  • Usage tracking system
  • Cost-aware caching
  • Request deduplication
  • Usage dashboard

Resources

Next Steps

After cost optimization, see juicebox-reference-architecture for architecture patterns.

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