fireflies-performance-tuning

name	fireflies-performance-tuning
description	Optimize Fireflies.ai GraphQL query performance with field selection, caching, and batching. Use when experiencing slow API responses, implementing caching, or optimizing transcript processing throughput. Trigger with phrases like "fireflies performance", "optimize fireflies", "fireflies latency", "fireflies caching", "fireflies slow", "fireflies batch".
allowed-tools	Read, Write, Edit
version	1.11.0
license	MIT
author	Jeremy Longshore <[e-mail]>
tags	["saas","fireflies","api","performance"]
compatibility	Designed for Claude Code

Fireflies.ai Performance Tuning

Overview

Optimize Fireflies.ai GraphQL API performance. The biggest wins: request only needed fields (transcripts with sentences can be very large), cache immutable transcripts, and batch operations within rate limits.

Prerequisites

• FIREFLIES_API_KEY configured
• Understanding of your access pattern (list vs detail, frequency)
• Optional: Redis or LRU cache library

Instructions

Step 1: Field Selection -- The Biggest Win

Transcript responses with sentences can be enormous. Always request the minimum fields needed.

// BAD: Fetching everything when you only need titles
const HEAVY = `{ transcripts(limit: 50) {
  id title date duration sentences { text speaker_name start_time end_time }
  summary { overview action_items keywords outline bullet_gist }
  analytics { speakers { name duration word_count } }
} }`;

// GOOD: Light query for listing
const LIGHT = `{ transcripts(limit: 50) {
  id title date duration organizer_email
} }`;

// GOOD: Full query only when drilling into a specific transcript
const DETAIL = `query($id: String!) { transcript(id: $id) {
  id title
  sentences { speaker_name text start_time end_time }
  summary { overview action_items keywords }
} }`;

Step 2: Cache Transcripts (They Are Immutable)

Once a transcript is processed, its content never changes. Cache aggressively.

import { LRUCache } from "lru-cache";

const transcriptCache = new LRUCache<string, any>({
  max: 500,
  ttl: 1000 * 60 * 60, 
});

  () {
   cached = transcriptCache.(id);
   (cached)  cached;

   data =  (, { id });

  transcriptCache.(id, data.);
   data.;
}