Operations | Monitoring | ITSM | DevOps | Cloud

Our first AI/ML capability, Continuous Verification, made Harness the first Continuous Delivery tool to understand observability telemetry and trigger rollbacks when deployments caused trouble. We knew we could do more to eliminate the friction involved in its setup. Deploying with confidence shouldn't require a coordination meeting between DevOps, SREs, and developers just to configure the right health checks. That’s why we’re introducing the next generation: AI Verification and Rollback.

We're making Internal Developer Platforms (IDPs) more accessible with a natural language assistant. Developers can ask questions like, "What are the failing checks for my service's scorecard?" or "Who is the owner of a service?" to find metadata instantly. The agent also bridges the gap to action by suggesting and executing self-service workflows, like creating a new repo or onboarding a new engineer. It can even assist in generating new workflows, turning complex processes into simple conversational tasks.

Many software engineers are experts in application code but not in the nuances of creating a production-ready delivery pipeline. Architect Mode acts as a seasoned DevOps expert, engaging the user in a conversation to design a pipeline that incorporates organizational best practices for security, quality, and compliance from the very beginning. It’s like having a personal DevOps architect as a partner.

Nothing drains developer productivity like codebase maintenance. The endless cycle of dependency upgrades, bug fixes, refactoring, and paying down technical debt is tedious, error-prone work that pulls engineers away from building new features. Harness Autonomous Code Maintenance (ACM) turns these manual chores into automated, intent-driven workflows. Developers can now state their intent in plain English, with prompts like, "Upgrade the front end from React 15.6 to 16.4". From there, the Harness AI agent drives the workflow.

In this upcoming Grafana Campfire Community Call, we will talk about the Grafana UI Extensions, where we will discuss how the Framework enables plugins to interoperate by adding links, components, or functions into defined places (extension points) in Grafana. We will talk about (but not limited to):What are UI Extensions and where you find the resourcesHow it can be leveraged to deliver fun new featuresAdding custom actions, links, and components to various parts in UI and much more.....

The integration of Amazon Kiro and Harness’s MCP server enables developers to manage, troubleshoot, and optimize CI/CD pipelines directly from their IDE using natural language, dramatically reducing manual effort and accelerating software delivery from code generation to production.

Get Kafka-Nated Ep. 7 Thursday, September 25th 2025 Guest Focus: VP Global Customer Success at Redpanda Data, former Cloudera streaming expert Tristan Stevens from Redpanda Data will be joining our host Hugh Evans. Tristan brings a unique perspective, having led customer success for Hadoop ecosystems at Cloudera and now shaping next-generation streaming platforms at Redpanda.

In this special episode of The Confident Commit, Rob Zuber sits down with Edreece Arghandiwal, CMO and Co-Founder of Oakland Roots Soccer Club, for an inspiring conversation about building purpose-driven organizations from the ground up. Edreece shares how the Roots challenged traditional sports business models by putting community first, turning a simple question—"Why isn't there professional soccer in Oakland?"—into a movement that raised $3.5 million from 6,000+ community investors with zero paid advertising.

Ready to tame your monitoring complexity? Join Mathias and Marc for the first episode of our brand-new series dedicated to building a robust, scalable, and user-friendly VictoriaMetrics Platform as a Service (PaaS)! As organizations grow, managing monitoring infrastructure becomes a major challenge. This series provides a practical, step-by-step guide to building your own VictoriaMetrics-based PaaS to reduce developer friction, improve reliability, and save on costs.

Discover how PagerDuty Automation eliminates the manual triage bottleneck that's slowing down your incident response. In this demo, you'll see how automating diagnostics can compress resolution times from hours to minutes by instantly analyzing your environment, correlating events across systems, and identifying root causes with transparent AI reasoning.