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I Will Never Use AI to Code (or write)

This article discusses the negative impacts of relying on AI for coding and skill development. The cycle of using AI leading to skill decay, skill collapse, and the end of capability is highlighted as a major concern. The economic implications of AI usage in various industries and the lack of profit.. read more  

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How AI Agents Automate CVE Vulnerability Research

A multi-agent system runs onGoogle's Agent Development Kit (ADK). It orchestrates specialized AI models for CVE research and report synthesis. It runso4-mini-deep-researchwith web search. On timeouts it falls back toGPT‑5. It extracts structured technical requirements. It maps those requirements to .. read more  

How AI Agents Automate CVE Vulnerability Research
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ServiceNow is a cloud-based platform designed to help organizations manage and automate enterprise workflows, with a strong focus on IT service management (ITSM). It provides structured systems for incident management, problem management, change management, and service request handling, allowing teams to coordinate operational work at scale.

Beyond ITSM, ServiceNow is commonly used for IT operations management (ITOM), IT asset management (ITAM), security operations (SecOps), and enterprise service management across departments such as HR, customer service, and facilities. The platform acts as a central system of record, combining workflow automation, approvals, audit trails, and reporting.

In modern DevOps and cloud environments, ServiceNow is frequently integrated with monitoring, CI/CD, and cloud platforms to ingest alerts, create and update incident tickets, surface investigation timelines, and coordinate response across engineering and operations teams. It is often used as the authoritative interface for tracking the lifecycle of production incidents and operational changes.