WaveSpeedAI

Developer Friction

Remove the operational friction from production AI integrations. These guides cover error handling, rate limits, API keys, async jobs, fallback strategies, monitoring, migrations, and reliability patterns.

Should You Use an SDK or Raw REST API for AI Generation?

Should You Use an SDK or Raw REST API for AI Generation?

SDK vs raw REST for AI generation APIs: when the SDK saves time, when direct HTTP gives more control, and why teams should understand both layers.

2 min read
Should You Use Webhooks or Polling for AI Video Generation?

Should You Use Webhooks or Polling for AI Video Generation?

Webhook vs polling for AI video generation: when callbacks beat status loops, and how to handle duplicates, ordering, and missed events in production.

2 min read
Why Does API Key Require Top-Up Before Use?

Why Does API Key Require Top-Up Before Use?

WaveSpeedAI API keys only activate after a first top-up, because generation consumes compute immediately. What trial credit covers and how to start cheaply.

2 min read