AI-native software delivery across CI/CD, testing, security, and cloud cost
Harness is an AI-native software delivery platform for DevOps, testing, security, and cloud cost engineering teams.
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Teams assemble software delivery pipelines from Harness modules on a single platform. Continuous Integration builds and tests code with hosted or self-hosted runners and intelligent caching, while Continuous Delivery & GitOps orchestrates deployments to Kubernetes and cloud targets with approval gates. Continuous Verification analyzes metrics and logs after each release and automatically rolls back deployments when it detects anomalies.
Beyond CI/CD, Harness adds Feature Management & Experimentation for feature flags and A/B tests, Chaos Engineering built on Litmus for resilience testing, Security Testing Orchestration to run and deduplicate SAST, DAST, and SCA scans, Cloud Cost Management with AutoStopping for idle resources, Infrastructure as Code Management for Terraform and OpenTofu, an Internal Developer Portal, Database DevOps, and Artifact Registry. Harness CI alone lists 100+ supported integrations, and deployments reach AWS, Azure, Google Cloud, Kubernetes, and on-premise infrastructure.
Harness targets platform engineering, DevOps, SRE, security, and FinOps teams consolidating delivery tooling. A permanently free plan covers individual developers, while Essentials (an all-in-one bundle of CI, CD & GitOps, Code Repository, Infrastructure as Code Management, and Security Testing Orchestration for up to 500 users) and Enterprise (any mix of 15 modules, licensed per developer per module) are priced through a sales quote. It competes with GitLab, CircleCI, Jenkins, Azure DevOps, GitHub Actions, and Octopus Deploy.
Harness runs as SaaS or a self-managed deployment, exposes REST APIs, and uses Delegates to reach private infrastructure behind a firewall. Gitspaces provides cloud development environments, and AI DLC Insights (formerly Software Engineering Insights) tracks DORA and SPACE metrics alongside AI coding-tool spend.
An AI development assistant that generates pipelines, explains and remediates failures, and answers questions across the platform.
Tracks DORA and SPACE metrics, developer productivity, and AI coding-tool spend together to show where AI speeds delivery and where it burns budget.
Uses machine learning to analyze post-deployment metrics and logs and automatically rolls back releases when it detects anomalies.
Builds and tests code on hosted or self-hosted runners with intelligent caching and test intelligence to skip unaffected tests.
Orchestrates deployments to Kubernetes and cloud targets with GitOps workflows, approval gates, and rollout strategies.
Manages feature flags and A/B experiments to roll out and target changes without redeploying code.
Provides per-cluster cost visibility and uses AutoStopping to shut down idle non-production resources and restart them on demand.
Runs Terraform and OpenTofu provisioning in pipelines with drift detection and centralized state management.
Provides a Backstage-based service catalog and self-service workflows for developers to scaffold and manage services.
Injects faults using Litmus-based experiments to test how services withstand failures and validate resilience.
Runs and aggregates SAST, DAST, and SCA scanners, deduplicates findings, and enforces policy gates in the pipeline.
Generates and self-heals UI and API tests to reduce manual test maintenance as applications change.
For individual developers and small teams getting started with software delivery.
For growing organizations with small to mid-size teams that need bundled delivery modules.
For large organizations that want to pick exactly the modules they need, with premier support.
Harness bets your entire delivery stack on one vendor, backed by a founder who's exited before.
“Harness consolidates CI/CD, security, cost, and feature flags into one AI-native platform led by a founder with a $3.7 billion exit behind him. The vendor risk is low and the platform is real, but single-vendor lock-in is the price of the consolidation.”
Jyoti Bansal sold his last company, AppDynamics, to Cisco for $3.7 billion in 2017. Then he built Harness. Goldman Sachs led a $240 million round at a $5.5 billion valuation in December 2025, so runway isn't the question.
What you're buying is consolidation. Continuous Verification uses ML to watch post-deploy metrics and roll back bad releases on its own, and that's real, not a checkbox. But you're also betting your whole delivery stack on one vendor, and GitLab sells the same all-in-one story.
Reputation-wise, this is a safe pick your board won't second-guess, and peers are consolidating the same way. The free tier lets a small team prove value before procurement gets involved. Pilot two teams for a quarter, then negotiate the per-developer enterprise price.
Strong all-in-one story against GitLab, though the CI/CD field is crowded.
A well-funded, founder-proven vendor is an easy choice to defend to a board.
The free tier starts fast, but wiring the full platform takes real setup time.
Consolidating CI/CD, security, and cost onto one platform advances a platform-engineering direction.
Repeat founder, $5.5 billion valuation, and a Goldman-led round signal strong staying power.
Platform teams who want to consolidate fragmented delivery tooling onto one vendor.
Small teams who only need a single CI runner.
Harness is the platform bet for teams tired of owning the glue between delivery tools.
“Harness consolidates CI/CD, developer portal, cost, and metrics into one opinionated platform aimed at platform-engineering teams. The strategic depth and DORA reporting are real, but standardizing on its DSL is a three-year commitment you don't unwind casually.”
Every VP of Engineering hits the same fork: stitch together best-of-breed tools and own the glue, or standardize on one platform and inherit its opinions. Harness is the platform bet. Its Internal Developer Portal, built on Backstage, gives you golden paths and a service catalog without staffing a team to run Backstage yourself.
The strategic depth is real. AI DLC Insights (formerly Software Engineering Insights) reports DORA and SPACE metrics natively, so delivery data lives where the pipelines run. However, standardizing 15+ modules here means your golden paths are defined in Harness's DSL, and unwinding that in three years is a genuine migration, not a config change.
Integration surface is broad: 100+ connectors, Delegates for private infra, REST APIs throughout. Against Octopus Deploy or a self-hosted Backstage stack, Harness trades some flexibility for coherence. For a platform team that wants to cut toil and ship golden paths this year, it's the right bet.
A leading consolidation play against point tools and self-hosted stacks.
Golden paths, a service catalog, and pipelines match how platform teams actually operate.
100+ connectors, Delegates, and REST APIs reach private and multi-cloud infrastructure well.
Powerful today, but standardizing on the Harness DSL creates a real migration cost later.
15+ modules with native DORA reporting show a genuinely deep platform, not a thin shell.
Platform teams who want golden paths without operating their own Backstage.
Engineering orgs who prefer assembling best-of-breed tools themselves.
Build minutes from $0.005 are published, but Essentials and Enterprise still need a sales quote.
“Free is $0 with 2,000 Harness Cloud credits a month, and every build machine has a public per-minute rate. Essentials and Enterprise are quote-only, so the license line of any forecast waits on sales.”
The compute side of a Harness bill is public. Harness Cloud minutes run $0.005 on Linux xsmall, $0.010 on Linux small, $0.180 on macOS M4. Free adds 2,000 credits monthly, use-or-lose, after card validation.
Model it. 20,000 Linux small minutes a month × $0.010 = $200, or $2,400 a year. Paid credits roll over, generally for a year. Overage is invoiced in arrears, net 30. Harness's CircleCI comparison promises predictable pricing. On compute, it delivers.
Licenses are the other side. Essentials bundles CI, CD & GitOps, Code Repository, IaC and Security Testing Orchestration for up to 500 users. No add-on modules. Enterprise mixes any of 15 modules under Developer 360: CI per developer, CD & GitOps at 1 service per 3 developers. The catch: neither plan shows a price, so that forecast line waits on sales.
Overage is invoiced in arrears at net 30, but paid plans still start with a sales quote.
Paid credits roll over for about a year and Enterprise picks modules freely, but Essentials takes no add-ons.
Free and every Harness Cloud minute rate are public, but Essentials and Enterprise need a sales quote.
Cloud Cost Management shows cost per cluster, and AutoStopping targets idle non-production spend directly.
Compute models cleanly from the rate table, but license cost stays unknown until a quote arrives.
Finance teams who want compute costs they can model from a public rate table.
Buyers who need a published license price before a sales call.
Continuous Verification auto-rolls-back bad deploys, the feature SREs actually want at 2am.
“Harness gives SREs automated post-deploy rollback through Continuous Verification and firewall-friendly Delegates for private infrastructure. The on-call ergonomics are strong, but 15+ modules and sprawling docs mean real surface-area friction to work through.”
The first thing an SRE checks is what happens when a deploy goes sideways at 2am. Harness answers with Continuous Verification, which watches post-deploy metrics and logs and auto-rolls-back on an anomaly instead of paging you. That's the feature that earns its keep on-call.
Delegates are the connective tissue: install one in-cluster and the SaaS control plane reaches private infra with no inbound firewall rules, cleaner than babysitting a Jenkins agent. Pipelines are YAML with a visual editor on top, and Test Intelligence skips tests unaffected by a diff to trim CI feedback loops.
By day three, the friction is surface area, since 15+ modules mean the UI carries concepts you'll never touch. The docs sprawl to match, however, so finding the page you need is its own small fight. Still, for a team living in Argo CD wishing rollbacks were automatic, this is a real upgrade.
Strong on-call value from auto-rollback, offset by UI carrying unused modules.
Docs are extensive and practitioner-written but sprawl across a large platform.
15+ modules and doc sprawl create daily surface-area friction to navigate.
Continuous Verification, Test Intelligence, and a deep pipeline DSL reward advanced users.
Delegates and YAML pipelines fit GitOps and private-infra workflows naturally.
SREs who want automated rollback baked into their deployment pipelines.
Small teams who only run a handful of simple deploys.
Harness is a mile wide but dodges the inch-deep trap most all-in-one tools fall into.
“Harness packs a genuinely useful free tier and an AI assistant that softens a steep learning curve. It's solid and well-funded, but the breadth means month one is spent still discovering what's in the box.”
All-in-one platforms usually make me nervous. They go a mile wide and an inch deep, and you end up with twelve mediocre tools instead of three good ones. Harness mostly dodges that, since the free tier actually hands you 2,000 Harness Cloud credits a month plus Harness Open Source and Litmus Chaos, not a crippled demo.
Onboarding is where the breadth bites. There's a lot of platform staring back at you on day one, and Harness AI softens it by generating pipelines and explaining why a build failed. Reliability-wise it feels solid, a $5.5 billion company rather than a weekend project.
It's a web console built for engineers, so mobile parity isn't the point and I won't ding it. The catch is the learning curve, since month one you're still finding modules you didn't know existed. Next to GitLab's familiar single-app feel, Harness asks more of you before it pays you back.
A coherent, engineer-grade console that doesn't feel like twelve stapled tools.
Steep at first, with module discovery continuing well into month one.
A web console for engineers where mobile isn't a use case, scored neutral.
The sheer breadth makes day one heavy, though Harness AI eases the ramp.
Feels mature and stable, backed by a $5.5 billion company with real scale.
Engineers who want one platform instead of juggling separate delivery tools.
People who want something simple they can learn in an afternoon.
Half the suite came by acquisition, but the founder and funding make it a real bet.
“Harness assembled part of its platform through acquisitions like Split.io, which raises integration questions. But a founder with a $3.7 billion exit and a $5.5 billion valuation make long-term viability the least of the worries here.”
Half this suite arrived by acquisition. Feature Management & Experimentation is Split.io, bought in 2024. Chaos Engineering is Litmus. The pattern usually means integration seams, modules that feel stapled together at the edges.
But the fundamentals check out. The founder took AppDynamics to a $3.7 billion Cisco exit in 2017, and Goldman Sachs led a round at $5.5 billion in December 2025. This isn't a vendor that vanishes in 18 months. Exit portability is decent too, since pipelines are YAML and IaC is standard Terraform and OpenTofu.
The yellow flag is scope. 15+ modules is a lot of surface to keep best-in-class, and LaunchDarkly still out-focuses their flags. Where Spinnaker sprawled and stalled, Harness has the funding and cadence to avoid that fate. Fair bet for a platform team. I'd watch the per-module bill.
Breadth is the differentiator, though point tools like LaunchDarkly out-focus single modules.
YAML pipelines and standard Terraform and OpenTofu ease exit, despite some DSL lock-in.
A $5.5 billion valuation and Goldman-led round make survival the least of the risks.
The AI-native framing is aspirational, but the free tier delivers real modules.
A repeat founder, strong funding, and steady shipping match survivor patterns.
Platform teams who want one funded vendor over many point tools.
Teams who need best-in-class feature flags above everything else.
Common questions answered by our AI research team
Yes. The Free plan costs $0 and includes Harness Open Source, Litmus Chaos, community support, and 2,000 Harness Cloud credits a month; running builds on Harness Cloud requires credit card validation. Essentials is an all-in-one DevOps bundle and Enterprise is licensed per developer for each module, and both are priced by sales quote.
Yes. The Continuous Delivery & GitOps module deploys to Kubernetes and cloud targets on AWS, Azure, and Google Cloud, and manages Argo CD instances for GitOps at scale. Continuous Verification analyzes post-deploy metrics and automatically rolls back releases when it detects anomalies.
Yes. Security Testing Orchestration runs and aggregates SAST, DAST, and SCA scanners, deduplicates findings, and enforces policy gates inside the pipeline. Harness also offers Supply Chain Security and Web Application & API Protection modules.
Yes. The Feature Management & Experimentation module handles feature flags and A/B experiments, letting teams roll out changes gradually and target specific releases without redeploying code.
Yes. Harness offers a self-managed platform as an add-on to the Enterprise plan (Essentials has no on-premise option), and Delegates let the SaaS platform reach private infrastructure behind your firewall without requiring inbound network access.
Who Harness competes with, and how each one differs
GitLab bundles CI/CD tightly with its own source control, issue tracking, and security scanning in one platform, while Harness is Git-provider-agnostic, plugging into any repo host and modularizing CI, CD, feature flags, chaos engineering, and cost management as separately licensed modules.
CircleCI is a pure-play, config.yml-driven CI/CD product with usage-credit pricing per resource class, whereas Harness pairs pipeline execution with a broader delivery platform (deployment verification, feature flags, FinOps, security testing) sold as an integrated suite.
GitHub Actions ships CI/CD bundled into GitHub's own source-control subscription at low incremental cost, while Harness is an enterprise-focused, Git-agnostic delivery platform charging separately for paid modules (deployment verification, feature flags, cost management) that Actions does not offer natively.
HashiCorp's Terraform Cloud focuses narrowly on IaC state management, policy, and remote Terraform runs, while Harness's Infrastructure as Code Management module wraps Terraform/OpenTofu orchestration as one module inside its broader CI/CD, governance, and cost-control platform.
Company
Harness Inc.Founded
2017Pricing
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Harness runs an AI-native software delivery platform that automates building, testing, deploying, and securing software, based in San Francisco.
