GitHub Copilot
AI coding assistant in the editor and on GitHub that writes, explains and fixes code, including Terraform, YAML and shell scripts.
- Free plan or free tier
Amazon Q Developer
AWS's AI assistant for building on AWS: code help in the IDE, answers in the console, and agents for upgrades and troubleshooting.
- Free plan or free tier
- Works with AWS
Cursor
AI code editor that can read a whole repository and make multi-file changes, often used for infrastructure and pipeline code too.
- Free plan or free tier
Warp
Terminal with built-in AI that suggests commands, explains errors and can run multi-step tasks you approve.
- Free plan or free tier
Tabnine
AI code assistant with private deployment options, for teams that need code suggestions without sending code to a shared cloud.
Terraform
Widely used infrastructure as code tool that defines cloud resources in HCL files and applies changes through plan and apply.
- Works with AWS
- Works with Kubernetes
OpenTofu
Open-source fork of Terraform under the Linux Foundation, compatible with most Terraform configurations and providers.
- Free plan or free tier
- Open source
- Works with AWS
Pulumi
Infrastructure as code in general-purpose languages such as TypeScript, Python and Go, with an AI assistant in Pulumi Cloud.
- Free plan or free tier
- Open source
- Has an API
Spacelift
Platform for running Terraform, OpenTofu, Pulumi and other IaC workflows with policies, approvals and drift detection.
- Free plan or free tier
- Works with AWS
env0
Infrastructure as code automation for Terraform, OpenTofu and other tools, with cost estimates, approvals and environment governance.
- Works with AWS
Firefly
Finds cloud resources that were never written as code and helps turn them into Terraform or other IaC, then tracks drift.
- Works with AWS
Brainboard
Visual designer that turns cloud architecture diagrams into Terraform code and back, for teams that plan infrastructure visually.
AWS CloudFormation
AWS's native infrastructure as code service, which creates and updates AWS resources from JSON or YAML templates.
- Free plan or free tier
- Works with AWS
Ansible Lightspeed
Red Hat's AI assistant for writing Ansible playbooks and tasks from plain-language descriptions.
Vantage
Cloud cost reporting across AWS, Azure, Google Cloud, Kubernetes and SaaS bills, with budgets, alerts and cost reports.
- Free plan or free tier
- Has an API
- Works with AWS
CloudZero
Cloud cost platform that maps spend to products, features and customers so teams can see unit costs.
- Works with AWS
CAST AI
Kubernetes automation that rightsizes nodes and workloads and can shift to cheaper instance types to cut cluster costs.
- Works with Kubernetes
nOps
AWS cost optimization platform covering commitments, rightsizing and scheduling, with cost visibility for engineering teams.
- Works with AWS
ProsperOps
Manages cloud commitment discounts such as savings plans and reserved instances automatically to raise coverage.
- Works with AWS
AWS Cost Explorer
AWS's built-in tool for viewing and forecasting spend by service, account and tag, with recommendations for savings.
- Free plan or free tier
- Has an API
- Works with AWS
Infracost
Shows the cost change of a Terraform pull request before it merges, so cost becomes part of code review.
- Free plan or free tier
- Open source
- Works with AWS
Harness Cloud Cost Management
Cost visibility, budgets and automated idle-resource shutdown for cloud and Kubernetes, part of the Harness platform.
- Works with AWS
- Works with Kubernetes
PagerDuty
On-call scheduling, alerting and incident management, with AI features that group alerts and draft status updates.
- Free plan or free tier
- Has an API
incident.io
Incident management run from Slack or Microsoft Teams, with on-call, status pages and AI summaries of what happened.
- Free plan or free tier
- Has an API
Rootly
Incident response platform that runs from Slack, with on-call, workflows, retrospectives and AI help during and after incidents.
- Has an API
BigPanda
AIOps platform that groups alerts from many monitoring tools into incidents for large IT operations teams.
Jira Service Management
Atlassian's service desk with incident and change management, on-call features and AI help across Jira.
- Free plan or free tier
- Has an API
K8sGPT
Open-source tool that scans a Kubernetes cluster for problems and explains them in plain language using an AI model you choose.
- Free plan or free tier
- Open source
- Works with Kubernetes
Komodor
Kubernetes platform for troubleshooting, change tracking and fleet management, with an AI assistant that investigates issues.
- Works with Kubernetes
Lens
Desktop app for working with Kubernetes clusters, with views of workloads, logs and resources across many clusters.
- Free plan or free tier
- Works with Kubernetes
Rancher
Open-source platform from SUSE for running and managing many Kubernetes clusters across clouds and data centers.
- Free plan or free tier
- Open source
- Works with Kubernetes
Red Hat OpenShift
Red Hat's Kubernetes platform for running applications on premises and in the cloud, with an AI assistant for cluster questions.
- Works with AWS
- Works with Kubernetes
Spectro Cloud
Kubernetes management platform for clusters in clouds, data centers and edge locations, built around reusable cluster profiles.
- Works with Kubernetes
Portainer
Web interface for managing Docker and Kubernetes environments, with a free community edition.
- Free plan or free tier
- Open source
- Works with Kubernetes
GitHub Actions
CI/CD built into GitHub, with workflows defined in YAML and Copilot help for writing and fixing them.
- Free plan or free tier
- Has an API
GitLab
DevSecOps platform with source control, CI/CD and security scanning, plus GitLab Duo AI features across the workflow.
- Free plan or free tier
- Open source
- Has an API
Harness
Software delivery platform for CI, CD, feature flags and more, with an AI assistant that helps build pipelines and analyze failures.
- Works with Kubernetes
CircleCI
Hosted CI/CD service that runs builds and tests from a config file, with insights on slow and flaky tests.
- Free plan or free tier
- Has an API
Buildkite
CI/CD platform where builds run on your own infrastructure while Buildkite handles orchestration and test analytics.
- Has an API
Bitbucket Pipelines
CI/CD built into Bitbucket Cloud, configured in YAML and connected to Jira and Atlassian's AI features.
- Free plan or free tier
Azure DevOps
Microsoft's suite for repositories, pipelines, boards and test plans, used for CI/CD to Azure and other clouds.
- Free plan or free tier
- Has an API
Wiz
Cloud security platform that scans cloud accounts without agents and shows risky settings, exposed secrets and attack paths.
- Works with AWS
- Works with Kubernetes
Orca Security
Agentless cloud security platform covering misconfigurations, vulnerabilities and sensitive data across cloud accounts.
- Works with AWS
Aqua Security
Security for containers, Kubernetes and cloud workloads, from image scanning in the pipeline to runtime protection.
- Works with Kubernetes
Sysdig
Cloud and container security built on runtime insight, including the open-source Falco project, with an AI security assistant.
- Works with Kubernetes
Snyk
Developer security tool that finds vulnerabilities in code, open-source dependencies, containers and infrastructure as code.
- Free plan or free tier
- Has an API
Microsoft Defender for Cloud
Microsoft's cloud security posture and workload protection for Azure, AWS and Google Cloud.
- Works with AWS
Upwind
Cloud security platform that combines posture checks with runtime data to show which risks are active in running workloads.
- Works with AWS
Checkov
Open-source scanner that checks Terraform, CloudFormation, Kubernetes and other IaC files for security misconfigurations.
- Free plan or free tier
- Open source
Datadog
Monitoring and observability platform for metrics, logs and traces, with Bits AI to help investigate incidents.
- Free plan or free tier
- Has an API
- Works with AWS
Dynatrace
Observability platform with automatic discovery and AI-driven root cause analysis for large environments.
- Works with Kubernetes
New Relic
Observability platform with a free tier and an AI assistant for asking questions about your telemetry.
- Free plan or free tier
- Has an API
Grafana Cloud
Hosted Grafana, Prometheus, Loki and Tempo for metrics, logs and traces, with AI features for queries and dashboards.
- Free plan or free tier
- Has an API
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