Operations | Monitoring | ITSM | DevOps | Cloud

How Cisco Revolutionized Platform Engineering with Komodor's Agentic AI

In the world of cloud-native infrastructure, complexity is the silent killer of innovation. For Cisco Outshift, the company’s incubation engine, managing a sprawling environment of AWS EKS clusters and edge-based MicroK8s workloads created a classic bottleneck: the Platform Engineering team was drowning in toil. Facing SRE burnout and the limits of human scaling, Cisco embarked on an ambitious journey to evolve its internal operations from standard DevOps to Agentic AI.

Boost your test coverage with CircleCI Chunk AI agent

Test coverage is one of those metrics everyone agrees matters until it’s time to actually write the tests. Between shipping features, fixing bugs, and handling production issues, writing comprehensive tests for edge cases and error paths often falls to the bottom of the backlog. The result is coverage gaps that accumulate technical debt and leave your codebase vulnerable to regressions. As AI-powered development tools reshape how we write code, the volume and velocity of changes is accelerating.

Fix bugs faster with CircleCI's Chunk AI agent

Bugs hide in plain sight. A date validator that rejects February 29th on leap years. An edge case that slips through code review. A flaky test that passes locally but fails in CI. These issues erode trust in your codebase and waste hours of debugging time. In the era of AI-assisted development, code is being written faster than ever. But speed creates risk.

Intelligent Voice Agents: Transforming Operational Efficiency in Business Communication

Businesses today operate in an environment where customers expect immediate, personalised responses across all communication channels. Traditional phone systems and support teams often struggle to meet these demands without incurring significant costs or operational strain. As a result, intelligent voice agents - AI-powered systems designed to conduct natural conversations - are emerging as a strategic solution to drive operational efficiency and enhance customer engagement.

Why the 2026 Google Ads Specialist is Now an "AI Strategist"

The days of simply "picking the right keywords" are officially behind us. As we navigate 2026, the Google Ads interface has transformed from a tool of manual levers into a sophisticated AI powerhouse. For businesses, this means the role of a Google Ads Specialist has fundamentally shifted. They are no longer just "account managers"; they are data architects and AI co-pilots. If you're wondering why your old PPC strategies aren't hitting the same ROAS (Return on Ad Spend) targets, it's time to look at how the role of the specialist has evolved.
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Meet AlmaIQ: The AI Concierge Simplifying Employee Support

Almaden has exciting news to make life easier for enterprise employees: AlmaIQ . Unlike other virtual assistants that are complex to set up and maintain, AlmaIQ is simple. Acting like a "concierge" or personal assistant, it answers questions from computer issues to corporate processes, instantly and without complication in the user's native language.

AI is not intelligent. It's obedient.

Tech companies and brands love calling AI “intelligent.” But is it really? AI doesn’t decide what matters. Humans do. We decide what’s important, then feed prompts, data, and instructions into AI models so they work the way they do. At the end of the day, AI is obedient to human intelligence, not the other way around. And it’s on us to use it in ways that actually matter, instead of dismissing it or freaking out that it’s going to replace humans.