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jfrog

Beyond the Hype: Building a Future-Proof Foundation for the AI-Native Enterprise

Jan 7, 2026 By Yuval Fernbach In JFrog
We are witnessing a fundamental transformation in how software is built. The industry has moved beyond the experimental phase of Machine Learning Operations and entered a complex new reality: the era of the AI Software Supply Chain. The adoption metrics confirm this shift is irreversible. Google reports that 90% of tech workers are now using AI as part of their daily work. Similarly, McKinsey data reveals that 88% of organizations use AI in at least one business function.
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lightrun

How to Ensure AI-Generated Code is Reliable with Runtime Context

Jan 7, 2026 By Gideon Freud In Lightrun
TLDR: AI coding assistants have sped up code delivery, but created a validation gap. Historic telemetry and static analysis cannot predict the behavior of unfamiliar, high-volume code. Lightrun’s Runtime Context MCP closes that gap, allowing AI assistants to verify behavior before it breaks, and resolve issues in real time.
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civo

How companies are using Civo GPUs to accelerate AI innovation without runaway costs

Jan 7, 2026 By Emma Stewart-Oram In Civo
Accessing high-performance GPUs shouldn’t feel like a bottleneck. Yet, as AI adoption accelerates, many teams are discovering that hyperscaler offerings often come with a hidden price: long wait times, opaque billing, and layers of unnecessary complexity. At Civo, we’ve seen a different way. Our GPUs enable companies to move faster while keeping infrastructure overhead and costs firmly under control.
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How to Choose CMMS Software: Key Considerations

How to Choose CMMS Software: Key Considerations

Jan 7, 2026 By OpsMatters In OpsMatters
Maintenance teams do not fail because they lack effort. They fail because information gets lost between shifts, urgent work crowds out planned work, and parts disappear at the exact wrong moment. Choosing CMMS software can fix those gaps, but only if the system fits how your plant, property portfolio, or service operation actually runs.
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Top 5 Enterprise Mentoring Software Platforms for Workforce Development

Top 5 Enterprise Mentoring Software Platforms for Workforce Development

Jan 7, 2026 By OpsMatters In OpsMatters
Mentoring software transforms how companies tackle employee retention challenges. Companies that run formal mentoring programs retain 50% more employees. These numbers show real returns on investment and help build stronger succession plans for global enterprises. The workplace needs this now more than ever. Last year's data shows that only 33% of employees felt engaged at work. Mentoring platforms provide a solution through well-laid-out development opportunities that keep employees motivated and committed.
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7 Insider Tips for Choosing Dumpster Software: Why the Owner's Biography Is the Most Important Feature You'll Ever Buy

7 Insider Tips for Choosing Dumpster Software: Why the Owner's Biography Is the Most Important Feature You'll Ever Buy

Jan 7, 2026 By OpsMatters In OpsMatters
When you are shopping for software to run your dumpster rental business, you are usually looking at a checklist of features. Does it have a map? Can it send invoices? Is there a mobile app? These are all valid questions, but they miss the most critical factor of all: Who built it?
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Automating BGP Troubleshooting with Kentik AI Advisor

Jan 6, 2026 By Kentik In Kentik
In this demo, we use Kentik AI Advisor to troubleshoot a real-world BGP misconfiguration that brings down a peering session with a transit provider. You’ll see how AI Advisor works both as a dedicated page and as an in-portal overlay, using natural language to identify the affected interface, correlate SNMP and syslog data, and pinpoint a maximum-prefix issue as the root cause. Then we accelerate and standardize the workflow with custom network context and AI-powered runbooks, so every engineer can troubleshoot BGP alerts like an expert.
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