Launching today

Crukx

Launching today

Ship reliable AI apps with autonomous testing agents

34 followers

Ship reliable AI apps with autonomous testing agents

34 followers

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Build AI products you can trust. Crukx automatically tests, verifies, and monitors your AI applications to catch hallucinations, failures, and hidden risks before they reach production.

Free

Launch tags:Software Engineering•Developer Tools•Artificial Intelligence

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AppSignalReal-time monitoring that helps you ship with confidence

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Maker

📌

👋 Hi Product Hunt! I'm Shafwan, one of the founders of Crukx. Over the last year, we've been building AI products and running into the same frustrating problem: AI works great in demos, but production is a different story. Hallucinations, unpredictable behavior, broken agent workflows, and hidden failures make it difficult to trust AI systems at scale. We built Crukx to solve that. Crukx is an AI reliability platform that automatically tests, verifies, and monitors AI applications before failures reach your users. It uses an autonomous swarm of specialized agents to stress-test prompts, audit workflows, detect hallucinations, generate E2E tests, and continuously monitor reliability in production. A few things we're excited about: ✅ Reduced hallucination rates from 50% to 5% on our adversarial benchmarks ✅ Autonomous AI testing with our 7-agent swarm ✅ Built-in hallucination detection and verification layers ✅ MCP integrations for Cursor, Claude, VS Code, Windsurf, and more ✅ Real-time monitoring of quality, reliability, and cost We're still early, and we'd love your feedback. What is the biggest challenge you've faced when deploying AI applications in production? We'll be around all day answering questions and discussing the future of reliable AI. Thanks for checking out Crukx 🚀

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1d ago

Maker

Hey Product Hunt! 👋

I'm one of the co-founders of Crukx.

We started this because we kept hitting the same wall

ourselves — building with LLMs and having no reliable

way to know when the model was failing us silently.

What we shipped today is just the beginning. The MCP

is live, the audit agent is real (we just posted a demo

of it catching 4 critical vulnerabilities in a live

codebase — hardcoded JWT secrets, unauthenticated APIs,

full impersonation vulnerability), and we're moving fast.

Would genuinely love feedback from this community —

especially on the free tier and what would make you

actually reach for this in your daily workflow.

Try it, break it, tell us what's missing.

npm install -g crukx-mcp@latest 🙏

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12h ago

Maker

Hey Product Hunt 👋 We're excited to introduce Crukx. I often wonder how today's infrastructure products end up shaping tomorrow's markets! As we spent more time around production AI systems, one thing became increasingly clear: AI doesn't fail like traditional software. A system can be online, responsive, and operationally healthy while still generating inaccurate outputs, drifting in quality, leaking context, or behaving in ways that are difficult to trust and even harder to diagnose. Crukx was built around that gap. We're building an AI reliability and observability platform that helps teams monitor, understand, and act on failures across their AI stack before those failures reach users. Our vision is simple: as AI becomes part of critical products and workflows, trust, reliability, and observability should become foundational infrastructure—not afterthoughts. We're still early, but we're excited to start this journey and would love to hear your thoughts, feedback, and questions.

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6h ago

Maker

@vanshmangal Thanks vansh to elaborate about our problem statement, we would love to address the feedback and get back better

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6h ago

Hey Product Hunt! 👋

I'm one of the co-founders of Crukx.

We started this because we kept hitting the same wall

ourselves — building with LLMs and having no reliable

way to know when the model was failing us silently.

What we shipped today is just the beginning. The MCP

is live, the audit agent is real (we just posted a demo

of it catching 4 critical vulnerabilities in a live

codebase — hardcoded JWT secrets, unauthenticated APIs,

full impersonation vulnerability), and we're moving fast.

Would genuinely love feedback from this community —

especially on the free tier and what would make you

actually reach for this in your daily workflow.

Try it, break it, tell us what's missing.

npm install -g crukx-mcp@latest 🙏