AI · alternatives · 2026
24 alternatives to Milk Infrastructure
AI that builds, deploys, and manages k8s infra
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Milk Infrastructure launched in 2024; newer entries below may have overtaken it.
- 1MI
I've been working on a platform that uses LLMs to build maintain and manage k8s clusters on any cloud. The system writes infra as code to your Github repos and automatically containerizes and scales any services (public or private). The goal is to give your average engineer a vercel-like deployment experience for any service in any language at minimal cost. We have humans involved at the moment auditing LLM outputs and keeping an eye on clusters. We are looking for folks who may be thinking about their first infra/devops hire. Just connect your github and your cloud provider. The system…
2024 · milkinfrastructure.com · its alternatives →
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Deploy, secure & govern AI agents in your cloud.
Aug 2026 · infrastream.io · its alternatives →
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Manage AWS, GCP, Azure, Kubernetes, and 45+ cloud providers from one unified desktop and web app. SSH terminals, SQL editor, K8s exec, storage browser, and more.
Jul 2026 · infrawrench.com · its alternatives →
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RunInfra▲156Describe the AI model you need and get an optimized AI
Jul 2026 · runinfra.ai · its alternatives →
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Connect AI to your data: Deploy MCP servers in minutes
Dec 2025 · infragate.ai · its alternatives →
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- 20ST
Hey folks, I’m Hassan, one of the co-founders of Infracost (https://www.infracost.io). Infracost helps engineers see and reduce the cloud cost of each infrastructure change before they merge their code. The way Infracost works is we gather pricing data from Amazon Web Services, Microsoft Azure and Google Cloud. What we call a ‘Pricing Service’, which now holds around 9 million live price points (!!). Then we map these prices to infrastructure code. Once the mapping is done, it enables us to show the cost impact of a code change before it is merged, directly in GitHub, GitLab etc.…
Jan 2026 · dashboard.infracost.io · its alternatives →
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2025 · github.com · its alternatives →
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We launched Infracost on HN five years ago (https://news.ycombinator.com/item?id=26064588) where our CLI generated cost estimates for infra-as-code, e.g. "this Terraform PR adds $400/mo". The idea was to shift cloud costs (FinOps) left, so engineers get visibility of costs before deployment and make better decisions. Earlier this year we started seeing agent traffic in our logs and it looked like coding agents were calling our CLI. But that CLI wasn't designed with coding agents in mind. We went down a philosophical rabbit hole to see if a CLI is even needed anymore given…
Jun 2026 · cost.dev · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →