Liberra
Liberra is an AI-powered cloud engineer for AWS and Azure. It connects to your cloud accounts and builds a live inventory of resources, then surfaces cost waste, security risks, and operational issues in a single dashboard. Users can ask natural language questions about their infrastructure, and Liberra can execute changes through Terraform after explicit approval. The platform is designed with safety as a priority: it cannot delete resources, operates in read-only mode until permission is granted, and uses short-lived tokens. The enforcement code is publicly available for transparency. Liberra also supports cross-cloud workflows by indexing multiple accounts and regions, allowing comparisons and centralized management. It includes cost tracking, anomaly detection, right-sizing recommendations, and security scans based on Prowler, covering open ports, public databases, missing MFA, and more. Liberra can read logs, run commands on live machines, import existing Terraform state, and email change digests.
- Category
- AI/ML
- Pricing
- Paid
Problem solved
Managing cloud infrastructure is complex, time-consuming, and error-prone. Liberra automates cloud engineering tasks by providing a single AI assistant that knows your account, finds waste and security gaps, and safely implements approved changes, removing the need for deep Terraform or console expertise.
Use cases
- Run a free read-only cloud audit to find waste and security gaps
- Ask natural language questions about your cloud infrastructure
- Automatically right-size instances, volumes, and functions
- Deploy code or infrastructure via generated Terraform plans
- Import and manage existing Terraform state
- Investigate cost anomalies and forecast monthly spend
- Identify security issues like open ports, public databases, or missing MFA
- Set up staging environments (VPC, PostgreSQL, load balancer) with AI assistance
Audience
- Developers
- Enterprise
- Startups
- Product Managers
Pros
- Cannot delete resources, making it safe for experimentation
- Automates cost savings and security fixes
- Natural language interface reduces the need for cloud expertise
- Works across AWS and Azure accounts
- Transparent security with public enforcement code
Cons
- Google Cloud support is not yet available
- Paid pricing model
- Requires granting cloud access credentials
- AI suggestions may still require human verification
- No on-premises or hybrid cloud support mentioned
Official website: https://liberraai.com/
Canonical LambdaBase page: https://www.lambdabase.com/tools/liberra