Top AI tools for Platform Engineer

CAST AI is a Kubernetes automation platform that reduces cloud costs by 50% or more while optimizing performance and security across AWS, Azure, and GCP environments.

• Freemium
• From 200$

Edge Delta offers intelligent Telemetry Pipelines to manage, enrich, and analyze observability and security data at scale, reducing costs and automating insights.

• Usage Based

FluxNinja Aperture is a load management platform designed for Generative AI, Serverless, and Cloud Native workloads, providing rate limiting, caching, and request prioritization.

• Usage Based
• From 50$

Serverless Framework streamlines serverless application development, deployment, metrics, and debugging on AWS Lambda. It provides a unified solution for deploying APIs, scheduled tasks, and event-driven apps with robust CI/CD, monitoring, and team collaboration features.

• Usage Based
• From 4$

Gitpod provides secure, automated, and standardized cloud development environments (CDEs) designed to boost developer productivity and integrate with AI coding assistants.

• Freemium

Octopus Deploy streamlines continuous delivery with advanced deployment automation for Kubernetes, multi-cloud, on-prem infrastructure, and more, enabling reliable software releases at scale.

• Paid
• From 30$

Kindo is an enterprise-grade AI platform that automates DevOps and SecOps workflows using autonomous agents, offering secure, no-code automation solutions for infrastructure management and security operations.

• Contact for Pricing

Edka is a platform for provisioning, managing, and scaling production-ready Kubernetes clusters on your own Hetzner account, enabling cost-effective, flexible, and easy infrastructure with GitOps and add-ons.

• Freemium
• From 22$

Prodvana is an intelligent deployment platform that enables faster, more reliable software deployments through automated release paths and infrastructure integration.

• Paid
• From 500$

WaveMaker is an enterprise-grade low-code platform that leverages AI to accelerate the creation of custom web and mobile applications with pixel-perfect UI and real code generation. Designed for speed, flexibility, and ease of use, it empowers development teams to build, modernize, and scale applications efficiently.

• Free Trial

Zeet is a comprehensive CI/CD and deployment platform designed to simplify multi-cloud operations, manage Kubernetes environments, and automate cloud infrastructure for teams and enterprises.

• Freemium
• From 699$

Aviator offers a suite of AI-powered developer productivity tools designed to scale workflows for creating, reviewing, testing, and merging code changes in large repositories.

• Freemium
• From 8$

Kerno provides instant runtime feedback and context-rich insights for developers and AI code agents, streamlining debugging and improving code deployment in Kubernetes environments.

• Freemium
• From 20$

Garden streamlines CI/CD workflows and local development with AI-powered automation, dynamic dependency management, and faster, production-like testing environments for Kubernetes-based applications.

• Freemium
• From 200$

Gremlin is an enterprise reliability platform offering chaos engineering and reliability testing tools to proactively identify and resolve system vulnerabilities.

• Contact for Pricing

Pepperdata provides real-time, autonomous resource optimization for Kubernetes workloads, helping organizations reduce cloud costs and improve infrastructure performance without manual intervention.

• Contact for Pricing

Zero is a secure secrets manager designed for developers and teams, offering seamless integrations, SDKs, and a modern CLI to simplify confidential data management.

• Freemium
• From 9$

dyrector.io is an open-source container management platform that streamlines software release and deployment processes for development teams. It offers automated workflows, multi-instance deployments, and integrations with popular developer tools without vendor lock-in.

• Free

Solo.io provides cloud-native API management and service connectivity solutions, including the Gloo platform, to automate security, observability, and traffic control for APIs and workloads in any environment.

• Contact for Pricing

Factor House delivers advanced web-based platforms for managing real-time data flows across Apache Kafka and Apache Flink, trusted by leading engineering teams worldwide.

• Contact for Pricing

Linkerd is an open-source, ultralight, and secure service mesh designed for Kubernetes, providing instant security, observability, and reliability without enterprise complexity.

• Free

Botkube is a Kubernetes troubleshooting platform that provides alerts, investigation tools, and remediation steps directly within your chat platform. It helps DevOps teams quickly resolve Kubernetes issues.

• Paid
• From 10$

API7 is an API management platform built on Apache APISIX, enabling unified management, security, and scaling of APIs across diverse systems and clouds.

• Paid
• From 250$

Flyte is an open-source workflow orchestration platform that unifies data, ML, and analytics stacks, enabling organizations to build and deploy scalable pipelines hassle-free.

• Other

Batteries Included is a modern DevOps platform that provides one-click deployments, automated PostgreSQL, AI/ML tools, and serverless services with built-in security and monitoring capabilities.

• Usage Based
• From 40$

Doctor Droid is an AI teammate that mimics engineer investigations, providing analysis on Slack. It reduces on-call time and accelerates troubleshooting for faster issue resolution.

• Paid
• From 99$

Brainboard is an AI-driven platform for visual cloud infrastructure design and management that automatically generates Infrastructure as Code (IaC) for any cloud provider with embedded CI/CD capabilities

• Freemium
• From 99$

Metoro is a Kubernetes observability platform that provides automatic APM, logging, tracing, and profiling through eBPF technology, requiring zero code changes and one-minute setup.

• Freemium
• From 20$

Kong provides a unified cloud-native API platform designed to manage, secure, and connect APIs and microservices across hybrid and multi-cloud environments, including specialized AI gateway capabilities.

• Freemium
• From 12$

Shipway offers automated Docker workflow solutions by integrating with GitHub repositories, streamlining image builds, and managing Docker registries through efficient permissions and webhooks.

• Other

Parity is an AI-powered SRE platform that provides automated incident response and investigation for Kubernetes clusters, reducing MTTR and improving on-call experience.

• Paid
• From 250$

Blameless is an incident management platform utilizing automation and AI to help engineering teams streamline response, improve communication, and enhance system reliability.

• Free Trial
• From 30$

Faros AI is an AI-native data platform providing engineering intelligence to connect, benchmark, and improve developer productivity and software delivery processes for enterprise organizations.

• Paid
• From 29$

Kestra is an open-source orchestration platform designed to unify workflows for all engineers, simplifying development and management through a declarative, language-agnostic approach with both UI and code-based interfaces.

• Freemium

OpenFaaS simplifies serverless function deployment and management on Kubernetes, enabling developers to run functions and existing code in any language with efficient autoscaling and event-driven capabilities.

• Freemium
• From 1200$

HelixML offers a private GenAI stack that allows businesses to build and deploy AI applications using open-source models, RAG, APIs, and fine-tuning, either locally, in-VPC, or through Helix Cloud.

• Paid
• From 20$

Orchestra provides an enterprise-grade platform for building, monitoring, and managing AI and data workflows, focusing on orchestration, observability, and data quality across major cloud environments.

• Freemium
• From 600$

Container Registry offers a Harbor-based managed solution for secure, scalable, and efficient container image management tailored for teams, software vendors, and cloud service providers.

• Freemium

Fly.io offers a platform for deploying and running applications globally using hardware-virtualized containers called Fly Machines. It provides features for quick booting, scaling to zero, user-specific routing, persistent storage, and integration with LLM workflows.

• Usage Based

Telmai offers a comprehensive data observability platform for data lakes and lakehouses, utilizing AI to ensure data quality and reliability without sampling or increasing cloud costs.

• Contact for Pricing

Codeanywhere is an AI-powered cloud IDE designed to accelerate development by providing instant, preconfigured environments, AI code assistance, and seamless collaboration features. Start coding faster with AI-driven code completion and problem-solving capabilities.

• Freemium
• From 10$

Orkes is a workflow orchestration platform built on Netflix Conductor, designed to modernize applications and accelerate development by simplifying the creation and management of distributed workflows.

• Freemium
• From 825$

Acceldata provides a unified data observability platform to ensure data quality, prevent failures, and control costs for hybrid and multi-cloud data stacks. It helps businesses build a strong AI foundation with high-quality, reliable data.

• Contact for Pricing

StackGen is a generative infrastructure platform that visualizes, secures, and generates cloud infrastructure from various inputs like existing environments, IaC, or application code to accelerate development and improve efficiency.

• Freemium

Buildkite is a comprehensive CI/CD platform designed to streamline, automate, and scale software delivery for engineering teams, with advanced workflow orchestration, testing, and supply chain security solutions.

• Free Trial
• From 30$

incident.io is an AI-powered incident management platform offering on-call scheduling, rapid response, and automated status updates, designed to support modern teams in minimizing downtime and improving resolution times.

• Freemium
• From 19$

Drone.io is a Continuous Integration platform that automates software build and testing using simple configuration as code and isolated Docker containers, supporting multiple languages and platforms.

• Freemium

Stripe Developer provides tools and resources to build web and mobile applications for accepting payments, sending payouts, and managing businesses online.

• Other

Sematic is an open-source platform designed for ML teams to build, execute, track, and version machine learning pipelines across local machines and cloud infrastructure.

• Freemium

Amplication accelerates backend development by generating microservices and applications from live templates, ensuring consistency with organizational standards and best practices.

• Freemium