Your brand hereYour brand hereYour brand hereYour brand hereYour brand hereYour brand here
Agents in the Wild

Codex built the vendor integration, and load tests warned them off the deal

A poorly designed Chinese API that had to be polled again and again. Codex built the integration (with human guidance where "AI was lost"), the load tests failed, and they advised backing out before a big deposit.

Done withCodexSpotted· by HN user aurareturn· Oct 18, 2026

Result Advised backing out before a big deposit

“I gave a recommendation that we shouldn't rely on this Chinese company and back out of the deal before we send them a huge deposit.”
From the source: Hacker News · 2026-02-08

Spotted: found in the wild. Details are as reported by the source above and have not been independently verified.

What they did

They used Codex to build the whole integration with the Chinese API. Getting it to format and correct data for the main app took their own engineering guidance (“AI was lost”), and one endpoint had to be polled over and over while the API processed a request in the background. They then ran load testing to check its reliability.

How it went

The load testing showed the API wasn’t reliable, so they recommended their company not rely on the vendor and back out of the deal before sending a large deposit.

Try it yourself with Codex
Have [your coding agent] build an integration with [a specific third-party API], including handling any quirks like repeated polling for async results. Ask it to help you write a load test against the integration before committing to the vendor, so you can catch reliability problems early.

A starting prompt written by Agents in the Wild. Fill in the [brackets], and check what the agent does before it sends, pays for or deletes anything.

Keep browsing

All 20 Codex use casesAll 25 Work & operations use cases
Your brand hereYour brand hereYour brand hereYour brand hereYour brand hereYour brand here

Advertise on Agents in the Wild

Reach the people building and buying AI agents.

Every pageSidebars + phone strips
High-intentBuilders, not browsers
20/20Spots left

How it works

Your brand appears in rotating sponsor slots on desktop sidebars and in the scrolling sponsor strips at the top and bottom of the screen on phones, across every Agents in the Wild page. Sponsors rotate every 10 seconds so every advertiser gets fair visibility.

Pricing

Monthly rate: $250/month

Reserve your spot ($250/month) →

Billed monthly through Stripe. Cancel anytime. See the sponsor terms.

Submit an agent in the wild

Have an agent doing real work, or spotted one? Send the link and tell us the result. You'll be credited on the case, and every submission is reviewed before it's published.

By submitting, you agree to our Terms and Privacy Policy.