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Harness Introduces Infrastructure Efficiency Loop for Cloud Waste Management

Harness has recently unveiled its latest innovation, the Infrastructure Efficiency Loop, designed to tackle the pressing challenges of cloud waste and streamline software development processes. This transformative approach integrates cost management and remediation into a seamless workflow that empowers developers to swiftly address inefficiencies without the usual bottlenecks.

The Problem with Cloud Waste

As organizations increasingly rely on cloud infrastructure to develop and host applications, managing costs has become a significant concern. According to the 2026 State of AI in FinOps report, a staggering 26% of cloud and AI expenditures are wasted, primarily due to inefficiencies in resource allocation and management. With rapid provisioning done under pressure to minimize costs, finding and addressing these inefficiencies has become a cumbersome task that often results in delays and complications.

The Infrastructure Efficiency Loop Explained

The Infrastructure Efficiency Loop consists of four critical stages:
1. Identify: The Cost Management Agent detects potential cost optimizations and discrepancies in infrastructure.
2. Remediate in Code: The Infrastructure Remediation Agent transforms the findings into Infrastructure as Code (IaC) pull requests.
3. Validate and Apply: All suggested changes are checked through a pipeline, with the Infrastructure Blast Radius assessing the risk associated with each modification.
4. Track and Repeat: The Cost Management Agent continuously monitors which recommendations have been implemented and identifies new optimization opportunities.

This innovative loop allows engineers to manage cloud waste more effectively, facilitating a faster response to findings while ensuring quality and risk management remain a top priority.

New Features for Enhanced Management

Integral to this new offering, the Cost Management Agent has now been integrated into Harness Infrastructure Deployments, enhancing visibility around organizational expenses, which include negotiated discounts and enterprise agreements. This capability ensures that cost optimization insights are more actionable. The agent can automatically infer applied statuses for many implemented recommendations, with users able to mark others as completed when necessary.

Among the pivotal improvements is the Infrastructure Remediation Agent, which generates IaC changes directly from the findings it detects. This creates pull requests that are subject to robust plan-based validations, ensuring engineers remain in control of the merging process. Furthermore, the Infrastructure Blast Radius Agent adds an extra layer of security by analyzing changes and providing risk assessments in the form of scores and easy-to-understand explanations. This helps teams prioritize their review efforts effectively, as higher-risk changes can be subjected to more stringent approval processes.

Real-World Benefits

Dustin Mason, Principal Cloud Engineer at Citizens Bank, expressed his enthusiasm about the platform's capability to convert cost management insights into direct actions. Rather than spending time on recommendations delivered through manual processes, the automatic generation of pull requests with proposed remediation actions offers a significant advantage. This hands-on approach enables engineering teams to execute and implement recommendations with newfound confidence and speed.

Harness aims to empower platform teams to handle cloud savings without compromising on control, as Patrick Brogan, Field CTO at Harness, highlighted the importance of maintaining oversight during transitions from findings to fixes. All operations within the Infrastructure Efficiency Loop align with existing identity, policy, and approval controls, which is crucial for maintaining operational integrity while accelerating efficiency gains.

Availability and Future Prospects

The features associated with the Infrastructure Remediation Agent, including cost context within infrastructure workspaces and the robust risk management capabilities offered by the Infrastructure Blast Radius Agent, are now available for users. Harness is committed to helping organizations optimize their software delivery processes while being attuned to cost implications, integrating robust features to foster a sustainable digital infrastructure.

Harness is transforming the landscape of software development through its Autonomous SDLC Platform, making waves among major companies like United Airlines and Morningstar, who are reaping benefits in reducing release times, lowering cloud costs, and increasing overall operational efficiency.

To see the Infrastructure Efficiency Loop in action, organizations can request a demo to explore these innovative capabilities firsthand.