Top AI tools for Platform Engineer

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

• Freemium

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$

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

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

• Freemium

HPE Morpheus Enterprise Software is a hybrid cloud management platform that centralizes control over on-prem private clouds and public clouds, providing automation, governance, and cost analytics to streamline IT operations and reduce complexity.

• Free Trial

ShareAI provides a single REST API endpoint to access over 150 open-source AI models across multiple providers, featuring smart failover routing and a decentralized peer-to-peer grid where 70% of spending goes directly to GPU providers.

• Usage Based

PandaCI is an open-source CI/CD platform that allows teams to write workflows in TypeScript instead of YAML, offering powerful cloud runners and seamless GitHub integration.

• Freemium
• From 10$

Kustomize simplifies Kubernetes application configuration without templates, offering a fully declarative management solution natively integrated into kubectl.

• Free

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

• Other

Virtana Platform is an AI-native unified observability solution that provides comprehensive visibility across hybrid infrastructure, applications, AI workloads, and business services with intelligent automation and predictive analytics.

• Contact for Pricing

Kubirds is a cloud-native supervision engine that streamlines IT monitoring and incident response for Kubernetes and distributed infrastructures, enabling scalable, automated observability and alerting.

• Freemium

Rancher is a comprehensive software stack for managing multiple Kubernetes clusters across datacenters, cloud, and edge environments, addressing operational and security challenges while providing integrated tools for containerized workloads.

• 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$

ForgeShell is an AI-assisted terminal that protects on-call teams by explaining commands, simulating impacts, and blocking dangerous scripts before they reach production environments.

• Pay Once

Kubevious is an AI-powered Kubernetes management platform that provides application-centric visualization, configuration validation, and safety enforcement to prevent costly outages and reduce problem resolution time.

• Freemium

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

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$

0G is a groundbreaking AI Layer 1 ecosystem that provides a decentralized AI operating system designed for infinite scalability and performance. It enables AI and web3 applications with a comprehensive ecosystem of decentralized AI applications.

• Contact for Pricing

Podman is an open source container management platform that enables users to manage containers, pods, and images seamlessly from local environments with Kubernetes compatibility.

• Free

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$

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$

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

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

• Paid
• From 500$

Disco is an open-source platform-as-a-service (PaaS) alternative that enables teams to deploy applications with Heroku-like simplicity on their own infrastructure, eliminating vendor markup while maintaining features like automatic SSL and zero-downtime releases.

• Free

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

Elchi streamlines Envoy configuration management by providing a user-friendly interface to create, update, and visualize Envoy resources and their dependencies.

• Other

groundcover is a cloud-native observability platform powered by eBPF that delivers full visibility across infrastructure, applications, and LLMs at a fraction of traditional costs, with no code changes required.

• Freemium
• From 30$

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$

Envoy is an open source high-performance C++ distributed proxy designed for microservice architectures, providing networking abstraction, advanced load balancing, and deep observability for cloud-native applications.

• Free

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$

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

• Usage Based

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

AutonomOps AI is an agentic AI platform for Site Reliability Engineering (SRE) teams that automates incident investigation, accelerates MTTR, and simplifies SRE work through autonomous AI agents and predictive intelligence.

• Freemium
• From 149$

Kata Containers is an open source container runtime that builds lightweight virtual machines for secure workload isolation, seamlessly integrating with the containers ecosystem while delivering container-like performance.

• Free

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

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$

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

• Free

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$

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$

Cycloid is a platform engineering solution that streamlines infrastructure management, boosts developer productivity, enables cloud cost control, and integrates sustainability across hybrid and multi-cloud environments.

• Paid
• From 29$

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

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$

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

• Contact for Pricing

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

Cycle transforms scattered public cloud and on-prem infrastructure into a unified private cloud for containers, VMs, and functions, offering multi-region, provider-agnostic orchestration without requiring extensive DevOps resources.

• Paid
• From 65$

Lightstreamer is an enterprise-grade event broker optimized for internet-scale real-time data delivery, providing reliable streaming to web browsers and mobile apps with features like Intelligent Streaming, WebSockets support, and seamless integration with Kafka, MQTT, and JMS.

• Contact for Pricing

Spike is an AI-powered incident management platform that provides real-time alerting, on-call scheduling, and status pages to help teams resolve incidents faster.

• Paid
• From 7$