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).
Knox brings AI agents and human engineers into one shared room to crush production incidents together. It reasons over your living infra graph (no stale runbooks) and executes fixes safely through a strict Agent Harness that requires your explicit approval for any high-risk actions. It seamlessly plugs into your base infra (like AWS and Datadog) with zero disruption to your existing tools and workflows.
I'm Paul, the builder behind Knox. We spent months on one question: how do you make AI agents trustworthy enough to touch production infrastructure?
The answer wasn't smarter models — it was the engineering around them.
Here is how Knox is different:
It actually understands your infra: Instead of relying on stale docs, it reads your configs and builds a living semantic graph. It knows how your services talk to each other.
Zero disruption: It plugs into your existing base infra (AWS, Datadog, K8s) with one command. No need to change your team's workflow.
Built for paranoid engineers (like me): Giving an AI "write" access to production is scary. So we built a strict Agent Harness. Knox can investigate all it wants, but before executing any high-risk action, it stops and waits for a human to click "Approve".
We want the PH community to be among our first early adopters! You can skip the waitlist entirely by using the code PH2026 when signing up, which also unlocks 10,000 free credits for you to play around with.
Ultimately, our vision is for developers and SREs to be able to run their daily ops entirely through Knox. I truly hope it brings a refreshingly different (and actually useful) AI experience to your day-to-day grind.
I’ll be hanging out in the comments all day.
I'd love to hear your thoughts, answer your questions, or even hear why you think giving AI terminal access is a terrible idea (I'm ready for it!).
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About knoxops on Product Hunt
“Your AI SRE team for production operations”
knoxops was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #86 on the daily leaderboard. Knox brings AI agents and human engineers into one shared room to crush production incidents together. It reasons over your living infra graph (no stale runbooks) and executes fixes safely through a strict Agent Harness that requires your explicit approval for any high-risk actions. It seamlessly plugs into your base infra (like AWS and Datadog) with zero disruption to your existing tools and workflows.
knoxops was featured in SaaS (42.6k followers), Developer Tools (514.1k followers) and Artificial Intelligence (471.1k followers) on Product Hunt. Together, these topics include over 218.9k products, making this a competitive space to launch in.
Who hunted knoxops?
knoxops was hunted by Paul. 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.
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Paul
Hey Product Hunt! 👋
I'm Paul, the builder behind Knox. We spent months on one question: how do you make AI agents trustworthy enough to touch production infrastructure?
The answer wasn't smarter models — it was the engineering around them.
Here is how Knox is different:
It actually understands your infra: Instead of relying on stale docs, it reads your configs and builds a living semantic graph. It knows how your services talk to each other.
Zero disruption: It plugs into your existing base infra (AWS, Datadog, K8s) with one command. No need to change your team's workflow.
Built for paranoid engineers (like me): Giving an AI "write" access to production is scary. So we built a strict Agent Harness. Knox can investigate all it wants, but before executing any high-risk action, it stops and waits for a human to click "Approve".
We want the PH community to be among our first early adopters! You can skip the waitlist entirely by using the code PH2026 when signing up, which also unlocks 10,000 free credits for you to play around with.
Ultimately, our vision is for developers and SREs to be able to run their daily ops entirely through Knox. I truly hope it brings a refreshingly different (and actually useful) AI experience to your day-to-day grind.
I’ll be hanging out in the comments all day.
I'd love to hear your thoughts, answer your questions, or even hear why you think giving AI terminal access is a terrible idea (I'm ready for it!).
→ https://knoxops.app/