by Harness · harness.io ↗
Software delivery platform for CI/CD, deployment automation, and release management.
Harness is a software delivery platform built for teams that want to modernize CI/CD without sacrificing governance. Across the supplied documents, Harness is positioned as a broad DevOps platform that combines continuous integration, continuous delivery, GitOps, feature flags, experimentation, infrastructure automation, and several adjacent workflows into one product family. That breadth matters for buyers who are trying to reduce tool sprawl, standardize release processes, and give engineering teams a cleaner path from code to production.
The core product story is about faster, safer delivery. Harness describes its CI/CD platform as an end-to-end solution for modern DevOps teams, while its feature management documentation explains how feature flags decouple deploy from release so teams can test, target, and roll out changes at runtime. For organizations that release frequently or operate under strict governance requirements, that combination can help shift releases away from risky big-bang events and toward controlled, observable rollouts.
Harness also extends beyond core delivery. The product catalog includes infrastructure as code management, security testing orchestration, internal developer portals, service reliability management, database DevOps, artifact registry, and cloud cost management. In practical terms, that means the platform is designed not just for building and deploying software, but for surrounding the delivery pipeline with the governance, experimentation, and operational visibility that larger teams often need.
Pricing is modular and comparatively flexible. The official pricing page presents Free, Essentials, and Enterprise plans, while the developer pricing page explains a usage-based Flex Pricing model built on Harness Subscription Units. For buyers, that makes Harness a fit for teams that want to start small and expand into more modules over time, though the Flex Pricing approach is currently in limited availability and may require seller contact for access.
Harness positions its CI/CD platform as an end-to-end system for modern DevOps teams. The platform highlights Continuous Delivery & GitOps, Continuous Integration, and related platform capabilities such as pipeline history, organizations, templates, and policy as code. For buyers, the appeal is a single environment for building, deploying, and governing software delivery rather than stitching together separate point tools. The product pages emphasize speed, repeatability, and control across the delivery lifecycle.
Harness describes this as a deployment platform that can deploy any app to any cloud with advanced deployment strategies, AI-powered deployment verifications, and automated rollbacks. It supports both GitOps and push-based deployments, which gives teams flexibility in how they operationalize release workflows.
Harness presents its CI offering as a fast, developer-friendly platform with robust security and cost efficiency. The pricing page also notes support for code repositories like GitHub, GitLab, and Bitbucket, plus self-hosted runners for teams that want more control over execution environments.
The platform includes capabilities such as templates, custom roles, policy as code, and execution history, which support standardized and auditable delivery processes. These features are relevant for larger teams that need repeatability and governance as they scale their release footprint.
Harness also offers feature management and experimentation for teams that want to decouple deploy from release. The documentation explains feature flags as a way to turn application behavior on or off at runtime without redeploying code, and the product page extends that into release monitoring, experimentation, and dynamic configuration. This is a strong fit for organizations that care about progressive delivery, testing in production, and controlled rollouts.
Harness says feature flags let teams ship code continuously while deciding who sees what and when, without new code deployments. That makes it easier to enable gradual rollouts, beta programs, and targeted releases while keeping release risk lower.
The feature management page says it can automatically track performance issues and errors caused by each flag, helping teams detect the impact of progressive delivery. This is aimed at teams that want faster release feedback loops and clearer visibility into whether a change is helping or hurting product outcomes.
Harness supports experimentation alongside feature management, including self-service experiments and warehouse-native experimentation. The product messaging positions these capabilities for teams that want to standardize metrics, test variants, and make release decisions from governed data.
Harness is not limited to CI/CD alone. The product catalog shows modules for infrastructure as code management, database DevOps, artifact registry, security testing orchestration, service reliability management, internal developer portals, and cloud cost management. For buyers, that means the platform can expand with additional use cases without immediately introducing another vendor. The overall message is a unified DevOps and engineering operations platform rather than a narrow build-and-deploy tool.
Harness offers infrastructure provisioning and self-service capabilities through its infrastructure as code module. The pricing page frames this around automating and standardizing infrastructure provisioning while improving governance.
The platform includes security testing orchestration to integrate security scanners and run tests across build pipelines. That makes it relevant for teams that want to shift security earlier in delivery without fragmenting their toolchain.
Harness also lists an internal developer portal, database DevOps, artifact registry, service reliability management, and cloud cost management. These modules suggest the platform is intended to cover broader software delivery and operational workflows beyond the core CI/CD path.
Owns delivery velocity, release reliability, and platform standardization
Builds internal delivery standards and shared tooling for application teams
Wants safer releases, feature flags, and controlled rollouts
Harness presents itself as an AI-driven software delivery platform spanning DevOps & Automation, Testing & Resilience, Security & Compliance, and Cost & Optimization. Its product navigation shows a broad portfolio that includes Continuous Delivery & GitOps, Continuous Integration, Internal Developer Portal, Infrastructure as Code Management, Feature Management & Experimentation, and more.
The homepage states: “Harness delivers intelligent AI automation, so your team ships code faster, safer, and smarter.”
The company also lists a $240M Series E financing announcement on its site.
Harness pricing is a mix of public usage-based rates and contact-sales packaging. If you want the most concrete public numbers, the official Flex Pricing documentation is the clearest source: Harness says its unit-based model lets you buy a pool of Harness Subscription Units (HSUs) and consume them across modules, with published rates of $0.00, $0.75, and $1.25 per HSU for Free, Essentials, and Enterprise respectively. The same documentation says every Free and Essentials account receives 1,000 free HSUs per month, billing happens on calendar month boundaries, and the first month is prorated if a contract starts mid-month. For teams that go over their included units, Harness says overage is billed monthly in arrears at the plan’s per-HSU rate, so monthly spend can vary with usage.
The main pricing page adds packaging context. It names Free, Essentials, and Enterprise plans, positions Essentials for growing organizations, and positions Enterprise for large-scale organizations with complex needs. It also shows that some capabilities are bundled into specific packages while others are add-ons, such as longer Pipeline Execution History retention and Self Managed Platform. In other words, the public pages support a buyer-friendly split between published usage rates and quote-based or not-publicly-disclosed plan packaging. If you need a direct number, look to the HSU prices; if you need the final commercial quote, Harness steers buyers to sales.
Harness is commonly compared with GitLab, Jenkins, CircleCI, Buildkite, Octopus Deploy, Semaphore, Travis CI, Spinnaker, and Bazel in the supplied context. On its own comparison page, Harness frames the choice around governance, a true CD solution, faster build times, and reducing the time spent creating and maintaining pipelines.
These candidates come from measured co-mentions or source-backed alternatives. A full comparison is published only after both products have supporting evidence.
Harness’s review footprint in the supplied documents is strongest where buyers are comparing alternatives, not where they are reading long-form reviewer narratives. That still matters: when a product repeatedly appears beside GitLab, Jenkins, GitHub, Azure DevOps, and Octopus Deploy, it signals that it belongs in serious CI/CD and software delivery evaluations. The available pages also suggest that price and package discovery may require going beyond these review-platform snippets, because the fetched TrustRadius pricing page explicitly says no plans are listed. For a buyer reading this page, the practical takeaway is that Harness is being considered in the same decision set as other major delivery platforms, but the supplied documents do not expose enough direct star ratings, review volume, or quote-level sentiment to support a more granular summary.
Examples of how assistants answer real buyer questions in this category.
View all CI/CD prompts →I'll search for current information about CI/CD platforms that support self-hosted runners and on-premises agents.Based on current information, here are the major CI/CD platforms that support self-hosted runners and on-premises agents: ## Top Recommendations GitHub Actions - Runners can be self-hosted or GitHub-managed, making it the most popular choice for teams already on GitHub. Note that GitHub Actions introduced per-minute fees for private self-hosted runners in March 2026, though public repositories remain free. GitLab CI/CD - Self-hosted runners are completely free with no per-minute fees, making it an excellent option if you want to avoid usage-based pricing. GitLab offers both cloud and self-managed deployment options. Buildkite - You run the agents on your own infrastructure (your AWS, your data center), Buildkite orchestrates the pipeline. This hybrid model is particularly strong for teams that need infrastructure control. Buildkite continues to offer unlimited free self-hosted agents. CircleCI - Pipelines are defined in YAML and can run on CircleCI's cloud runners or on self-hosted runners, with autoscaling for self-hosted runner fleets. Jenkins - Jenkins uses a controller-agent architecture that supports distributed builds across multiple agent nodes. It's fully self-hosted and open source, best for organizations that need complete control. Azure DevOps/Pipelines - Cloud-hosted and self-hosted agents with strong integration into the Microsoft ecosystem. TeamCity - JetBrains TeamCity is a powerful CI/CD server, with a polished and user-friendly interface, and offering both hosted and on-premises options. Travis CI - Travis CI supports cloud-hosted builds and self-hosted deployments via Travis CI Server. Harness - Harness supports deployment to Kubernetes clusters, cloud providers, and on-premises infrastructure, with enterprise-grade governance features. For cost optimization, GitLab CI and Buildkite stand o
Several CI/CD platforms offer robust support for self-hosted runners and on-premise agents, enabling teams to run jobs on their own infrastructure for security, compliance, or cost reasons.[ ](https://www.legitsecurity.com/blog/securing-your-ci/cd-pipeline-exploring-the-dangers-of-self-hosted-agents)[ ](https://www.nops.io/blog/cost-optimizing-ci-cd-pipelines-with-spot-integrated-asgs/)[ ](https://nespon.com/blog/learn-the-differences-between-on-premise-vs-cloud-ci-cd/)[ ](https://www.harness.io/blog/ci-cd-tools-the-basics) Major CI/CD Platforms Supporting Self-Hosted/On-Premise Agents - [GitHub Actions](https://docs.github.com/en/actions/hosting-your-own-runners/managing-self-hosted-runners/about-self-hosted-runners): Supports self-hosted runners on Linux, macOS, Windows, ARM, and GPU. These runners can be deployed on-premise or in private clouds. - [GitLab CI/CD](https://docs.gitlab.com/runner/): Offers strong, deeply integrated support for self-hosted GitLab Runners that can be installed on-premise or via Docker/Kubernetes. - [ Azure DevOps Pipelines](https://learn.microsoft.com/en-us/azure/devops/pipelines/agents/hosted?view=azure-devops): Provides agents that can be hosted on-premise or in any cloud environment. - [CircleCI](https://circleci.com/docs/runner-overview/): Supports self-hosted runners for specific hardware, security, or network requirements, allowing you to run jobs behind a firewall. - [Buildkite](https://buildkite.com/): A hybrid CI/CD platform where you host the agents on your own infrastructure, while Buildkite manages the control plane. - [Jenkins](https://www.jenkins.io/): As a self-hosted, open-source automation server, it is designed for running build agents on-premise or in your own virtual machines. - [TeamCity](https://www.jetbrains.com/teamcity/): Offers on-premise or cloud-based server options with robust support for bui
I'd be happy to help you understand how deployment tools handle approvals, promotions, and rollbacks in production. However, I need to know which specific tool you're asking about. Are you evaluating a particular deployment or CI/CD platform? For example, are you looking at: - GitLab CI/CD - Jenkins - CircleCI - Spinnaker - Harness - Octopus Deploy - ArgoCD - AWS CodeDeploy - Azure DevOps - Or another deployment tool? Once you let me know which tool you're interested in, I can provide specific details about how it handles: - Approval workflows (manual gates, required reviewers, approval policies) - Environment promotions (dev → staging → production pipelines) - Rollback capabilities (automated rollbacks, version history, blue-green deployments) Please share the tool name and I'll give you a detailed answer about its production deployment features.
For robust management of approvals, promotions, and rollbacks in production deployments, several specialized tools and integrated platforms offer comprehensive capabilities. Your choice will depend on your existing ecosystem, desired level of automation, and governance requirements. Here are some top recommendations: 1. Harness Harness is a strong contender for comprehensive release orchestration and continuous delivery. It provides rule-based approvals and formal approval gates that can be configured before critical deployment phases, such as production. Harness coordinates pipelines across build, test, approval, and deployment steps, supporting various deployment strategies like canary and blue-green for safe promotions. For rollbacks, Harness offers simplified API-driven and UI-based options to revert to a previous successful deployment. It also supports automated rollbacks triggered by Service Level Objective (SLO) violations, ensuring rapid recovery from issues. 2. GitLab CI/CD GitLab offers an integrated solution for source control, CI, and CD. It handles approvals through "protected environments," allowing you to define multiple approval rules and specify required approvers (users, roles, or groups) before deployments can proceed to sensitive environments like production. GitLab orchestrates release flows using CI/CD pipelines with environment targets for promotions. For rollbacks, GitLab CI/CD allows you to retry a deployment or roll back to a previously successful commit directly from the UI, creating a new deployment that points to the desired stable version. 3. Spinnaker Spinnaker is an open-source, multi-cloud continuous delivery platform known for its robust deployment orchestration. It supports both automatic and manual gated deployment configurations, allowing for approvals at various stages of the pipeline. Spinnaker facilitates promotions by managing releases as first-class objects and moving artifacts through defined environments
Use Slate to monitor Harness over time, understand the source and positioning gaps that influence recommendations, and prioritize what to improve next.
