Top AI tools for Platform Engineer

Stakpak is an open source AI agent that automates application management, monitoring, and incident resolution by running continuously on your infrastructure to keep apps running smoothly.

• Freemium
• From 15$

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$

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

• Other

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

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$

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

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

• Usage Based

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

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$

Massdriver streamlines cloud infrastructure management by packaging infrastructure-as-code, compliance, and operational workflows into visual, reusable components, enabling secure and scalable deployment across AWS, Azure, GCP, and Kubernetes.

• Paid
• From 499$

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

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$

Devtron is an AI-native Kubernetes management platform that simplifies operations and accelerates delivery by unifying application and infrastructure management with an AI teammate.

• Freemium

Streambased transforms real-time Kafka data into queryable Iceberg views instantly using a zero-copy approach, eliminating batch processing delays and data duplication for fresher analytics.

• Contact for Pricing

Buoyant Enterprise for Linkerd is a production-ready distribution of the open source Linkerd service mesh, providing zero trust security, ultra-high availability, and comprehensive observability for Kubernetes applications.

• Contact for Pricing

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$

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

Dapr is a set of integrated APIs with built-in best practices and patterns to build distributed applications faster, increasing developer productivity by 30% with out-of-the-box features for microservices and agentic AI systems.

• 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

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

• Freemium

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$

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

Fairwinds provides fully managed Kubernetes services and enterprise software to secure, optimize, and manage mission-critical cloud native and AI infrastructure, enabling engineering teams to focus on innovation rather than operational burden.

• Freemium

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

• Other

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

• Other

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

Tsuru is an open source Platform as a Service (PaaS) software designed to enhance developer productivity by simplifying application deployment and management on Kubernetes clusters.

• Other

Helm is the package manager for Kubernetes, helping users find, share, and manage software built for Kubernetes with ease.

• Free

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$

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$

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

• Free

Cyphernetes is an AI-powered Kubernetes query language that enables complex multi-resource operations using elegant Cypher syntax, working instantly with any cluster without configuration.

• Other

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$

kwatch monitors your Kubernetes cluster for crashes, detects issues in real time, and sends instant notifications to Slack, Discord, and more.

• Free

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

Pismo File System Redirector enables developers to build and deploy custom file systems across Windows, MacOS, and Linux platforms with advanced compatibility features.

• Other

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$

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$

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

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

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$

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

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$

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

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$

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

Nitric is an AI-powered platform that enables developers to deploy applications in seconds and build backends with infrastructure defined directly in code, supporting multiple frameworks and cloud providers.

• Freemium

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

• Contact for Pricing

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