How Harness uses Coworker agents to streamline engineering operations
“Coworker is doing real work across our organization. The time and toil savings involved make the ROI a no-brainer.”
The Challenge: Coordination Overhead at Scale
Harness is a leading software delivery platform that helps engineering teams build, test, deploy, and verify software. With a platform spanning CI/CD, feature flags, cloud cost management, and more, their internal engineering operations team manages significant cross-functional complexity.
Harness’s engineering operations team was the connective tissue between multiple product teams, and the coordination overhead was becoming unsustainable. Engineering operations sat at the intersection of product, infrastructure, and release management. Keeping everyone aligned meant constant context-switching between Jira, Slack, Confluence, and deployment pipelines.
Recurring tasks like release coordination, status rollups, and cross-team dependency tracking consumed the majority of the team’s bandwidth, leaving little room for process improvement.
The Solution: Agents Across the Tool Stack
Harness connected Coworker agents to their engineering tool stack and automated the coordination workflows that were consuming their team.
Automated Status Aggregation
Coworker agents pull status updates from Jira, Slack, and deployment tools, generating cross-team rollups that used to take hours of manual compilation.
Workflow Automation Across Tools
Release coordination, dependency tracking, and post-deployment verification are now handled by agents that operate across the full tool stack, reducing handoff errors and delays.
Organizational Memory for Operations
Coworker’s context layer remembers process decisions, runbook updates, and team conventions, so the operations team doesn’t have to answer the same questions repeatedly.
The Results
Coworker agents are doing real, measurable work across Harness’s engineering operations, handling the coordination and toil that used to consume the team’s best hours.
“Coworker is doing real work across our organization. The time and toil savings involved make the ROI a no-brainer.”
Looking Forward
Harness plans to expand Coworker to additional teams and build custom agents for automated incident triage and proactive dependency management across their platform.
About Harness
Harness is a leading software delivery platform that helps engineering teams build, test, deploy, and verify software. With a platform spanning CI/CD, feature flags, cloud cost management, and more, their internal engineering operations team manages significant cross-functional complexity.
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