harness

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1. 10/4/2026

   Updated: best for, features, integrations, limitations, open source, platforms, sources, summary, switching, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Enterprise organizations requiring scalable, AI-driven software delivery automation with integrated security and cost management."]

   After: ["Enterprise organizations requiring scalable, AI-driven software delivery with integrated security and cost management.","Development teams seeking autonomous SDLC workflows with risk governance and policy enforcement."]

   features

   Before: ["Software Delivery Agent automates safe code changes from commit to production.","Security Testing Agent uses AI reasoning to detect real vulnerabilities and secure the software supply chain.","Runtime Protection Agent protects APIs, AI agents, and applications against malicious interactions and advanced threats.","Cost Management Agent provides AI-driven cloud and AI cost visibility, eliminates waste, and enforces budgets automatically."]

   After: ["Software Delivery Agent automates safe code deployment from commit to production without manual scripting.","Security Testing Agent uses AI reasoning to detect real vulnerabilities and secure the software supply chain with policy-driven coverage and risk views.","Runtime Protection Agent protects APIs, AI agents, and applications against malicious interactions and advanced threats with continuous risk assessment.","Cost Management Agent provides AI-driven cloud and AI spend visibility, eliminates waste, and enforces budgets automatically.","Policy-as-Code with OPA-based guardrails enforces governance and audit trails for all AI decisions in the delivery pipeline."]

   integrations

   Before: ["Integrates with popular tools such as GitHub, GitLab, Bitbucket, Jenkins, Kubernetes, AWS, Azure, Google Cloud, Datadog, Jira, ServiceNow, Slack, and Microsoft Teams."]

   After: ["Integrates with popular tools such as GitHub, GitLab, Bitbucket, Jenkins, Kubernetes, AWS, Azure, and Google Cloud.","Supports integrations with monitoring services (Datadog, New Relic), ticketing systems (Jira, ServiceNow), and collaboration platforms (Slack, Microsoft Teams)."]

   limitations

   Before: ["DevOps Essentials plan does not support on-premises deployment."]

   After: ["DevOps Essentials plan does not support on-premises deployment.","DevOps Essentials package is fixed and does not allow adding other Harness modules; for additional capabilities, Enterprise plan is required."]

   openSource

   Before: true

   After: "Not recorded"

   platforms

   Before: ["Supports deployments across multiple cloud providers including AWS, Azure, Google Cloud, on-premise infrastructures, and private clouds."]

   After: []

   sources

   Before: [{"url":"https://www.harness.io/","label":"Harness: AI Platform for the Autonomous SDLC"},{"url":"https://www.harness.io/pricing","label":"Harness Pricing | Flexible Plans for DevOps & CI/CD"},{"url":"https://www.harness.io/products/platform/knowledge-graph","label":"Software Delivery Knowledge Graph | Harness"}]

   After: [{"url":"https://www.harness.io/","label":"Harness: AI Platform for the Autonomous SDLC"},{"url":"https://www.harness.io/pricing","label":"Harness Pricing | Flexible Plans for DevOps & CI/CD"}]

   summary

   Before: "Harness is an AI-driven software delivery platform that automates the software development lifecycle (SDLC) with purpose-built AI agents. It integrates delivery, security, testing, and cost management into a governed execution layer to enable autonomous software delivery at enterprise scale."

   After: "Harness is an AI-driven software delivery platform that automates the software development lifecycle (SDLC) from code commit to production deployment. It integrates AI agents to manage code quality, security, cost, and runtime protection, enabling autonomous and governed software delivery at enterprise scale."

   switching

   Before: ["Harness AI generates pipelines aligned to organizational standards and governance rules, reducing manual pipeline creation."]

   After: []

   useCases

   Before: ["Automate and govern software delivery pipelines with AI agents for continuous integration, deployment, and infrastructure management."]

   After: ["Automate and govern software delivery pipelines with AI agents to improve speed, quality, and security.","Manage cloud and AI costs by tracing spend to teams and outcomes and automatically stopping idle resources."]

   walkthrough

   Before: ["Security Testing Agent scans code and AI components to catch real flaws and prove coverage of security checks.","Cost Management Agent traces every dollar spent to teams and outcomes, measures engineering ROI, and automatically stops idle resources to reduce waste."]

   After: ["Build process selects and runs only the tests required for the changes, signs and pushes artifacts to the registry.","Deployments use canary rollout with verification against baseline metrics to ensure healthy deployment."]

2. 9/15/2026

   Updated: best for, features, limitations, plans, sources, switching, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Enterprise organizations seeking to automate and govern complex software delivery pipelines with AI-driven tools.","Developers and teams requiring integrated cost management and security within their software delivery lifecycle."]

   After: ["Enterprise organizations requiring scalable, AI-driven software delivery automation with integrated security and cost management."]

   features

   Before: ["Software Delivery Agent automates safe code deployment from commit to production.","Security Testing Agent uses AI reasoning to detect real vulnerabilities and secure the software supply chain.","Runtime Protection Agent protects APIs, AI agents, and applications against malicious interactions and advanced threats.","Cost Management Agent provides AI-driven cloud and AI cost visibility, eliminates waste, and enforces budgets automatically."]

   After: ["Software Delivery Agent automates safe code changes from commit to production.","Security Testing Agent uses AI reasoning to detect real vulnerabilities and secure the software supply chain.","Runtime Protection Agent protects APIs, AI agents, and applications against malicious interactions and advanced threats.","Cost Management Agent provides AI-driven cloud and AI cost visibility, eliminates waste, and enforces budgets automatically."]

   limitations

   Before: []

   After: ["DevOps Essentials plan does not support on-premises deployment."]

   plans

   Before: [{"name":"Free Plan","note":"Automatically extracted from the linked pricing source. Team allowances are unconfirmed; flat and free estimates are limited to one person. Confirm usage, taxes and terms with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Essentials Plan","note":"Contact the provider for a quote.","annual":null,"monthly":null,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Enterprise Plan","note":"Contact the provider for a quote.","annual":null,"monthly":null,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   After: [{"name":"Free Plan","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Essentials Plan","note":"Contact the provider for a quote.","annual":null,"monthly":null,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Enterprise Plan","note":"Contact the provider for a quote.","annual":null,"monthly":null,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   sources

   Before: [{"url":"https://www.harness.io/","label":"Harness: AI Platform for the Autonomous SDLC"},{"url":"https://www.harness.io/pricing","label":"Harness Pricing | Flexible Plans for DevOps & CI/CD"}]

   After: [{"url":"https://www.harness.io/","label":"Harness: AI Platform for the Autonomous SDLC"},{"url":"https://www.harness.io/pricing","label":"Harness Pricing | Flexible Plans for DevOps & CI/CD"},{"url":"https://www.harness.io/products/platform/knowledge-graph","label":"Software Delivery Knowledge Graph | Harness"}]

   switching

   Before: []

   After: ["Harness AI generates pipelines aligned to organizational standards and governance rules, reducing manual pipeline creation."]

   useCases

   Before: ["Automating software delivery pipelines with AI agents to improve deployment speed and safety."]

   After: ["Automate and govern software delivery pipelines with AI agents for continuous integration, deployment, and infrastructure management."]

   walkthrough

   Before: []

   After: ["Security Testing Agent scans code and AI components to catch real flaws and prove coverage of security checks.","Cost Management Agent traces every dollar spent to teams and outcomes, measures engineering ROI, and automatically stops idle resources to reduce waste."]