This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Crukx
Ship reliable AI apps with autonomous testing agents
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.
👋 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 🚀
I'm Varun, CFO at Crukx, and I'm excited to introduce what we've been building.
As more companies deploy AI into real-world products, one challenge keeps coming up: How do you know your AI is actually performing reliably in production?
That's where Crukx comes in.
With Crukx, teams can:
• Monitor LLM performance and reliability in real time. • Detect hallucinations and quality issues before they impact users. • Track token usage, latency, and AI costs across applications. • Gain end-to-end visibility into prompts, responses, and model behavior. • Optimize AI systems with actionable insights instead of guesswork.
Our goal is simple: help teams build AI products that are trustworthy, observable, and scalable..
We're still early in our journey, and we'd genuinely love your feedback, questions, and feature suggestions. Every conversation helps us build a better platform for the AI community.
Thank you for checking out Crukx and supporting our launch! 🚀
Cheers to the onset of our startup journey. Team Crukx.
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.
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
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 🙏
About Crukx on Product Hunt
“Ship reliable AI apps with autonomous testing agents”
Crukx was submitted on Product Hunt and earned 9 upvotes and 5 comments, placing #57 on the daily leaderboard. 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.
Crukx was featured in Software Engineering (42.6k followers), Developer Tools (514k followers) and Artificial Intelligence (471k followers) on Product Hunt. Together, these topics include over 179k products, making this a competitive space to launch in.
Who hunted Crukx?
Crukx was hunted by Shafwan Safi. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Crukx stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Shafwan Safi