Agentic QA – Open-source middleware to fuzz-test agents for loops

After $50 AI meltdown, dev ships a pre-flight tester—HN says premature, others share horror

TLDR: A dev released Agentic QA, a test tool to catch AI loops and leaks after his bot burned $50 overnight. The community split fast: critics say it’s trivial and premature, while others share nightmare AI spirals and laugh at title drama—because saving money before deploy matters.

A dev watched his AI helper go into an infinite loop, torching about $50 overnight, and built Agentic QA—an open-source “flight simulator” to stress-test AI agents for loops and PII (personal info) leaks before launch. Think of it as a safety harness for your bot. There’s a repo and a click-here-now demo. But the real turbulence? The comments. One critic snarled it’s “premature” and too trivial to install, basically calling the tool a seatbelt for toddlers. Another told OP to keep comments in English, which only fueled the peanut gallery.

Then the horror stories landed. One user said Claude Code lost its mind because another tool kept breaking their HTML, spiraling into a weird editor battle—yes, they tried using the ancient “ed” editor to fix it. Meanwhile, someone booed the title’s em dash like it was a Broadway flop. Another chimed in, “Almost thought you found my startup AgenticQA.eu,” turning the thread into a brand mix-up sitcom. The vibe: half “we need this yesterday,” half “just write a few lines and quit the drama.” Whether you call it red teaming (adversarial testing) or a “pre-flight check,” the community agrees on one thing: nobody wants their bot to burn cash while repeating “I am checking…” forever.

Key Points

  • Agentic QA is an open-source middleware API for pre-deployment testing of AI agents.
  • It was built after a LangChain agent incurred ~$50 in OpenAI credits due to an infinite loop.
  • The API acts as a 'flight simulator,' running adversarial red-team attacks on agent prompts.
  • It targets detection of infinite loops and potential PII leaks before deployment.
  • Code is available on GitHub, with a public live demo endpoint for testing.

Hottest takes

"premature to share... not going to pull in a dependency" — esafak
"Claude Code losing its mind" — giancarlostoro
"BOOOOO" — khannn
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