Just shipped Edge‑Check module on my site for edge‑AI pre‑launch audit

If you build AI agents on edge runtimes like Cloudflare Workers, you’ve likely encountered this frustrating issue: code works perfectly locally, but breaks sporadically once deployed globally.

These intermittent production bugs are rarely caused by your LLM or prompts. They come from edge‑specific constraints: cold‑start timeouts, distributed state sync, cache misconfiguration and unexpected traffic spikes, which local dev environments cannot simulate.

As an indie developer, I got tired of debugging these avoidable issues after users hit my service. So I’ve added the Edge‑Check module directly into my website.

It is a simple structured pre‑launch audit. It walks you through runtime limits, state handling, security boundaries and traffic resilience, no complex DevOps knowledge required.

Free: 2‑minute Edge Architecture Check → get the Launch Checklist https://buildpilots.net/tools/edge‑check

Curious to hear how other builders validate edge‑AI deployments before going live.