Harness / harness.io
AI-powered software delivery platform covering CI/CD, feature flags, cloud cost management, and security testing, with AIDA (Harness AI Development Assistant) accelerating pipeline configuration and troubleshooting.
Pricing
Free
Free plan
Yes
Category
Developer Tools
Platforms
3
Free plan
Yes
API access
Yes
Open source
No
Platforms
3
Harness is a comprehensive AI-native software delivery platform covering the full DevOps lifecycle — continuous integration, continuous delivery, feature flag management, cloud cost management, and security testing — with AI assistance embedded throughout.
AIDA (AI Development Assistant) is Harness's AI copilot embedded across the platform. In CI/CD pipelines, AIDA explains build failures in plain English, suggests fixes for failed pipeline steps, generates pipeline configurations from natural language descriptions, and auto-remediates common pipeline issues. For DevOps engineers managing complex pipeline configurations, this reduces troubleshooting time for build failures.
Harness Cloud Intelligence applies AI to cloud cost management — analysing cloud spending patterns, identifying waste (idle resources, over-provisioned instances, unattached storage), and suggesting optimisations. For organisations with significant AWS, GCP, or Azure spend, cloud cost optimisation AI provides measurable ROI.
Security Testing Orchestration (STO) integrates security scanning into CI/CD pipelines — scanning code, containers, and infrastructure for vulnerabilities at each pipeline stage with AI deduplication and prioritisation of findings.
Feature Flags with AI helps teams manage large numbers of feature flags — identifying stale flags for cleanup, suggesting targeting rules, and analysing flag impact on key metrics.
Harness AI runs as llm assistant software built around text and code workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web, cli, and api, with API access for teams that want to embed it into their own products.
The capabilities that matter most for teams evaluating Harness AI.
Explains build failures in plain English, suggests pipeline fixes, and generates configurations from natural language — reducing troubleshooting time for complex CI/CD pipeline issues.
AI analysis of cloud spending identifying idle resources, over-provisioned instances, and unattached storage for measurable cloud cost reduction.
Integrates security scanning into CI/CD pipelines with AI deduplication and prioritisation of findings for shift-left security without manual security gate management.
Free plan for small teams. Developer $50/month. Team $100/month. Enterprise custom.
Model
Freemium
Starting price
Free
Free trial
No
GitHub Actions is bundled with GitHub for developers already on GitHub. GitLab CI/CD is integrated for GitLab users. CircleCI provides focused CI/CD. Spinnaker provides enterprise CD. LaunchDarkly (rank 558) focuses specifically on feature flags.
A side-by-side look at the closest alternative in this category.
Key facts about model providers, platforms, and team support.
Model Provider
OpenAI, Harness
Platforms
Web, CLI, API
Deployment
SaaS
Integrations
GitHub, GitLab, Bitbucket, AWS, Azure, GCP, Kubernetes, Terraform, API
Team Collaboration
Yes
Launch Year
2023
Compliance signals and data-handling notes as reported by the vendor.
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP eligible. Enterprise data handling agreements.
Pipeline configuration and deployment data processed on Harness's infrastructure. Self-hosted option available for regulated environments.
Editorial Verdict
Harness is the best AI-native DevOps platform for engineering organisations wanting AI-assisted CI/CD, cloud cost optimisation, and feature flag management in one comprehensive platform.
Last verified July 24, 2026.
Harness's comprehensive platform reduces tool proliferation for engineering organisations that currently use separate tools for CI, CD, feature flags, and cloud cost.
Free plan for small teams. Developer $50/month. Team $100/month. Enterprise custom.
Free plan (limited). Team and Enterprise pricing. Contact for pricing. Private company (major VC-backed).
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP eligible. Enterprise data handling agreements.
SOC 2 Type II. ISO 27001. GDPR compliant. Enterprise data handling agreements.
Pipeline configuration and deployment data processed on Harness's infrastructure. Self-hosted option available for regulated environments.
CI/CD pipeline and deployment data processed on Harness cloud. Review data handling for code and infrastructure data processed by AIDA.
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