Skip to content
maintainx-performance-tuning logo

MaintainX Performance Tuning

maintainx-performance-tuning

Optimize MaintainX API integration performance.

SKILL.md

Full skill instructions

MaintainX Performance Tuning

Overview

Optimize MaintainX integration performance with caching, connection pooling, efficient pagination, and request deduplication.

Prerequisites

  • MaintainX integration working
  • Node.js 18+
  • Redis (recommended for production caching)
  • Performance baseline measurements

Instructions

Step 1: Connection Pooling with Keep-Alive

// src/​performance/​pooled-client.ts
import axios from 'axios';
import http from 'node:http';
import https from 'node:https';

// Reuse TCP connections instead of opening new ones per request
const httpAgent = new http.Agent({ keepAlive: true, maxSockets: 10 });
const httpsAgent = new https.Agent({ keepAlive: true, maxSockets: 10 });

const client = axios.create({
  baseURL: 'https://api.getmaintainx.com/​v1',
  headers: {
    Authorization: `Bearer ${process.env.MAINTAINX_API_KEY}`,
    'Content-Type': 'application/​json',
  },
  httpAgent,
  httpsAgent,
  timeout: 30_000,
});

// Benefit: Eliminates TCP handshake + TLS negotiation per request
// Typical improvement: 100-200ms saved per request

Step 2: Multi-Level Caching

// src/​performance/​cache.ts

interface CacheLayer<T> {
  get(key: string): Promise<T | undefined>;
  set(key: string, value: T, ttlMs: number): Promise<void>;
}

// L1: In-memory (fastest, per-process)
class MemoryCache<T> implements CacheLayer<T> {
  private store = new Map<string, { value: T; expiresAt: number }>();

  async get(key: string) {
    const entry = this.store.get(key);
    if (entry && entry.expiresAt > Date.now()) return entry.value;
    this.store.delete(key);
    return undefined;
  }

  async set(key: string, value: T, ttlMs: number) {
    this.store.set(key, { value, expiresAt: Date.now() + ttlMs });
  }
}

// L2: Redis (shared across processes)
class RedisCache<T> implements CacheLayer<T> {
  constructor(private redis: any) {}

  async get(key: string) {
    const data = await this.redis.get(`mx:${key}`);
    return data ? JSON.parse(data) : undefined;
  }

  async set(key: string, value: T, ttlMs: number) {
    await this.redis.setex(`mx:${key}`, Math.ceil(ttlMs / 1000), JSON.stringify(value));
  }
}

// Multi-level cache: check L1 first, then L2, then fetch
class MultiCache<T> {
  constructor(private l1: CacheLayer<T>, private l2: CacheLayer<T>) {}

  async getOrFetch(key: string, ttlMs: number, fetcher: () => Promise<T>): Promise<T> {
    // Check L1
    let value = await this.l1.get(key);
    if (value !== undefined) return value;

    // Check L2
    value = await this.l2.get(key);
    if (value !== undefined) {
      await this.l1.set(key, value, ttlMs / 2); // L1 shorter TTL
      return value;
    }

    // Fetch from API
    value = await fetcher();
    await this.l1.set(key, value, ttlMs / 2);
    await this.l2.set(key, value, ttlMs);
    return value;
  }
}

Step 3: DataLoader for Batch Loading

When multiple parts of your app need the same work order, batch and deduplicate:

// src/​performance/​dataloader.ts
import DataLoader from 'dataloader';

const workOrderLoader = new DataLoader<number, any>(
  async (ids: readonly number[]) => {
    // Batch: fetch multiple work orders in parallel
    const results = await Promise.all(
      ids.map((id) =>
        client.get(`/​workorders/​${id}`).then((r) => r.data)
      ),
    );
    // Return in same order as input ids
    return ids.map((id) => results.find((r) => r.id === id) || null);
  },
  {
    maxBatchSize: 25,
    cacheKeyFn: (id) => String(id),
  },
);

// These 3 calls collapse into 1 batched operation:
const [wo1, wo2, wo3] = await Promise.all([
  workOrderLoader.load(100),
  workOrderLoader.load(200),
  workOrderLoader.load(100), // deduped, same as first
]);

Step 4: Efficient Pagination

// Fetch only the fields you need (if API supports field selection)
// Use larger page sizes to reduce round trips

async function efficientFetchAll(client: any, endpoint: string, key: string) {
  const all = [];
  let cursor: string | undefined;
  let pageCount = 0;

  const startTime = Date.now();

  do {
    const { data } = await client.get(endpoint, {
      params: { limit: 100, cursor }, // Max page size
    });
    all.push(...data[key]);
    cursor = data.cursor;
    pageCount++;
  } while (cursor);

  const elapsed = Date.now() - startTime;
  console.log(`Fetched ${all.length} items in ${pageCount} pages (${elapsed}ms)`);
  return all;
}

// Parallel pagination for independent resources
async function fetchAllResources(client: any) {
  const [workOrders, assets, locations] = await Promise.all([
    efficientFetchAll(client, '/​workorders', 'workOrders'),
    efficientFetchAll(client, '/​assets', 'assets'),
    efficientFetchAll(client, '/​locations', 'locations'),
  ]);

  return { workOrders, assets, locations };
}

Step 5: Request Deduplication

// src/​performance/​dedup.ts

class RequestDeduplicator {
  private inflight = new Map<string, Promise<any>>();

  async dedupe<T>(key: string, fetcher: () => Promise<T>): Promise<T> {
    if (this.inflight.has(key)) {
      return this.inflight.get(key)! as Promise<T>;
    }

    const promise = fetcher().finally(() => {
      this.inflight.delete(key);
    });

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

const dedup = new RequestDeduplicator();

// 10 concurrent calls to getWorkOrder(123) = 1 actual API call
async function getWorkOrder(id: number) {
  return dedup.dedupe(`wo:${id}`, () => client.get(`/​workorders/​${id}`));
}

Performance Benchmarks

OptimizationBeforeAfterImprovement
Connection pooling350ms/​req150ms/​req57% faster
L1 cache (hot path)150ms/​req< 1ms/​req99% faster
DataLoader batching10 calls1 call90% fewer requests
Max page size (100)50 pages10 pages5x fewer round trips
Request dedupN calls1 call(N-1) saved

Output

  • Connection pooling with keep-alive (reuses TCP connections)
  • Multi-level cache (L1 in-memory + L2 Redis)
  • DataLoader for batching and deduplication of entity fetches
  • Efficient pagination with max page sizes
  • Request deduplication preventing redundant concurrent calls

Error Handling

IssueCauseSolution
Stale cache dataTTL too longReduce TTL, invalidate on writes
Memory growthUnbounded cacheSet max size, use LRU eviction
DataLoader errorsOne item in batch failsHandle per-item errors in batch function
Connection pool exhaustionToo many concurrent requestsIncrease maxSockets or add queue

Resources

Next Steps

For cost optimization, see maintainx-cost-tuning.

Examples

Benchmark your API response times:

# Measure latency for 10 sequential requests
for i in $(seq 1 10); do
  curl -s -o /​dev/​null -w "Request $i: %{time_total}s\n" \
    "https://api.getmaintainx.com/​v1/​workorders?limit=1" \
    -H "Authorization: Bearer $MAINTAINX_API_KEY"
done

More skills from jeremylongshore

openrouter-compliance-review logo
jeremylongshore/claude-code-plugins-plus-skills

openrouter-compliance-review

Review OpenRouter integration for regulatory compliance (SOC2, GDPR,

2.8K 0
View
maintainx-data-handling logo
jeremylongshore/claude-code-plugins-plus-skills

maintainx-data-handling

Data synchronization, ETL patterns, and data management for MaintainX.

2.8K 0
View
groq-core-workflow-a logo
jeremylongshore/claude-code-plugins-plus-skills

groq-core-workflow-a

Execute Groq primary workflow: chat completions with tool use and JSON

2.8K 0
View
validating-csrf-protection logo
jeremylongshore/claude-code-plugins-plus-skills

validating-csrf-protection

Validate CSRF protection implementations for security gaps. Use when

2.8K 0
View
api-contract logo
jeremylongshore/claude-code-plugins-plus-skills

api-contract

Configure this skill should be used when the user asks about "API contract",

2.8K 0
View
ideogram-incident-runbook logo
jeremylongshore/claude-code-plugins-plus-skills

ideogram-incident-runbook

Execute Ideogram incident response with triage, mitigation, and postmortem.

2.8K 0
View
gamma-sdk-patterns logo
jeremylongshore/claude-code-plugins-plus-skills

gamma-sdk-patterns

Reusable patterns for the Gamma REST API (no SDK exists).

2.8K 0
View
deepgram-sdk-patterns logo
jeremylongshore/claude-code-plugins-plus-skills

deepgram-sdk-patterns

Apply production-ready Deepgram SDK patterns for TypeScript and Python.

2.8K 0
View
openrouter-upgrade-migration logo
jeremylongshore/claude-code-plugins-plus-skills

openrouter-upgrade-migration

Migrate to OpenRouter from direct provider APIs or upgrade between SDK/model

2.8K 0
View
openrouter-common-errors logo
jeremylongshore/claude-code-plugins-plus-skills

openrouter-common-errors

Diagnose and fix common OpenRouter API errors. Use when encountering

2.8K 0
View
linear-cost-tuning logo
jeremylongshore/claude-code-plugins-plus-skills

linear-cost-tuning

Optimize Linear API usage, reduce unnecessary calls, and maximize

2.8K 0
View

Popular AI tools

Kaiber logo
Video

Kaiber

Generate, edit, and beat-sync AI video with leading models in one workspace.

Paid
View
Vimcal logo
Productivity

Vimcal

The world's fastest calendar for remote work

Free
View

Transform Your Design with AI Designer by ImgCreator.ai

Freemium
View
Akool AI logo
Content & writing

Akool AI

Revolutionizing Video Production with AI-Powered Creativity

Paid
View

Extend an image past the frame and let AI fill the new aspect ratio.

Freemium
View
StarByFace logo
Security

StarByFace

Discover your celebrity doppelgänger with StarByFace!

Free
View
C

ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.

Freemium
View
Opus Clip logo
Coding & apps

Opus Clip

Opus.ai: Revolutionize Your Web Experience

Free
View