Operations | Monitoring | ITSM | DevOps | Cloud

Who's in Charge? The 4 Key Pillars of AI Governance in 2026

You hire an astute, hard-working, fresh graduate to run things for you. You hand them the keys to everything in your company; that includes every system, every endpoint, every file, and every password, all of it. Your only instruction to them? "Go ahead and improve things!" Then, trusting in their competence, you leave them to it. Doesn't that sound like a recipe for disaster? Yet that's precisely what's happening in IT departments across the world.

How network change management could've prevented a costly switch misconfiguration

Unplanned outages often trace back to a simple but overlooked cause: an untracked configuration change. In many organizations, network device configurations are updated manually without approvals, documentation, or rollback plans. This lack of structure can lead to performance issues, downtime, and compliance risks. In this blog, we'll see how a core switch misconfiguration exposed the risks of unmanaged changes.

The AI bill arrived. Now what?

There was a time when “Opus” meant a classical composition and “Sonnet” was fourteen lines of Shakespeare you definitely did not read before the test. Now they’re model tiers, and every new release rewrites the economics of your engineering org whether you’re ready or not. Currently, your monthly total hides the crucial information you need to control and justify AI spend.

Who's Driving Your Data? How to Regain Control of Your Apache Kafka Infrastructure

Apache Kafka often succeeds faster than operational maturity can keep pace. Consumer lag, partition drift, and configuration sprawl create dangerous blind spots. Learn how unified visibility, governance, and automation transform reactive Kafka operations into predictive control.

AI Coding Security Risks Demand Dependency Firewalls | Harness Blog

AI coding assistants accelerate development but can rapidly introduce vulnerable, malicious, or non-compliant open-source dependencies into your codebase. Harness Artifact Registry's Dependency Firewall acts as a registry-level control point, evaluating and blocking risky external packages before they enter your CI/CD pipeline—essential protection against modern npm-style supply chain attacks.

Ship From Where You Build: Harness Delivery Intelligence, Now Inside Antigravity | Harness Blog

The Harness MCP Server now connects directly inside Google Antigravity. Developers can link Harness in under two minutes and give the agent structured, real-time access to their pipelines, execution history, services, environments, and policies, without leaving the editor. What makes it reliable isn't the connection itself. It's the Harness Software Delivery Knowledge Graph underneath, which gives the agent the context to act accurately, fast, and within your guardrails. ‍

How AI Is Transforming Production Issue Investigation for Modern DevOps Teams?

Production failures don't announce themselves cleanly. They arrive at 2 AM, buried inside 40 million log lines, spread across a dozen microservices, and disguised as something that looks entirely unrelated to the actual root cause. For years, engineering teams absorbed this pain through process: runbooks, on-call rotations, dashboards, and a deep institutional knowledge that lived in the heads of their most senior engineers.