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Governing AI-driven infrastructure: When AI handles 80% of the work, who owns the other 20%?
AI is reshaping DevOps and platform engineering by automating routine implementation work such as pipeline generation, container configuration, and assisting with Kubernetes issue resolution that once required deep hands-on expertise. The critical question for enterprise teams isn't whether AI can support this work, but whether humans still understand what actually occurred and have the right controls in place to catch problems before they propagate.
Is platform engineering just DevOps with a new name, or is something operationally different happening?
Platform engineering is the practice of building and maintaining a centralized internal developer platform (IDP), a curated set of tools, workflows, and self-service capabilities that application teams consume rather than configure on their own. It's a structural response to how DevOps practices evolve at scale, particularly when "you build it, you run it" introduces more cognitive load than individual development teams can sustainably manage.
Latest agentic AI developments and industry trends
A practitioner's guide to the capability shifts, framework changes, and regulatory developments reshaping how enterprise IT and cybersecurity teams govern, deploy, and defend against autonomous agents.
Critical Netlogon RCE on domain controllers (CVE-2026-41089)
A critical, unauthenticated remote code execution vulnerability in Windows Netlogon (CVE-2026-41089, CVSS 9.8) lets a remote attacker run code as SYSTEM on a domain controller. Patch all domain controllers in the same maintenance window with the May 2026 security updates.
Locked Shields and the OSI Model: Stop blaming the firewall
A back-to-basics walk through what blue teams actually defend at each layer, and why the unglamorous stuff (Layer 2, BGP) keeps deciding the scoreboard.
Mapping enterprise IT infrastructure with Tanium Atlas - Tanium Tech Talks #163
Tanium Senior Director of Product Management and Portfolio Lead Steven Yang walks through Tanium Atlas, an AI-driven experience that replaces fixed module navigation with natural language prompts, dynamic composable pages, and agentic workflows, fundamentally changing how IT and security teams interact with endpoint data.
Automated vulnerability remediation: A governance, validation, and rollout guide for enterprise teams
Automated vulnerability remediation uses policy-driven workflows to execute approved remediation actions, including patch deployment, software updates, and configuration changes, consistently across managed assets. Within a broader vulnerability management program, it helps teams close the gap between identifying an exposure and safely resolving it at scale.
What is vulnerability remediation?
Vulnerability remediation is the process of fixing and validating security flaws in systems, applications, or infrastructure using patches, configuration changes, or compensating controls after they are identified and prioritized.
AI-powered endpoint enrichment and analysis for IT security - Tanium Tech Talks #162
Tanium HuntIQ Hunter Duncan Miller demonstrates how AI-powered enrichment and analysis features inside Threat Response are transforming the way security teams decode commands, contextualize alerts, and act on findings, all without leaving the console.
Inside Tanium: the award-winning culture of the Bay Area office
Solutions Engineer Kaylin Martin shows us why Tanium's Emeryville, California, office was named a 2026 Best Workplace in the Bay Area.
10 takeaways from FedCyber Exchange 2026
Leaders from across the federal government gathered to better understand IT and cybersecurity challenges in the AI age.
World Cup ’26: What it takes to secure the world's biggest sporting event
For cyber defenders, the work is invisible by design. For fans, a little awareness goes a long way.