--- title: "Tigera Blog" source: "https://www.tigera.io/blog/" --- # Tigera Blog Control and visibility for every AI workload and agent #### [Featured Posts](https://www.tigera.io/category/featured-blog/) [![Migrate First, Modernize Later: A Leadership Guide to Converging VMs and Containers to Run AI Workloads](https://www.tigera.io/app/uploads/2026/07/Migrate-first-modernize-later-380x200.png)](https://www.tigera.io/blog/migrate-first-modernize-later-a-leadership-guide-to-converging-vms-and-containers-to-run-ai-workloads/) [Technical Blog](https://www.tigera.io/category/technical-blog/) , [Featured Blog](https://www.tigera.io/category/featured-blog/) ### [Migrate First, Modernize Later: A Leadership Guide to Converging VMs and Containers to Run AI Workloads](https://www.tigera.io/blog/migrate-first-modernize-later-a-leadership-guide-to-converging-vms-and-containers-to-run-ai-workloads/) By [Pervez Sikora](https://www.tigera.io/blog/author/pervezsikora/) on July 24, 2026 · 6 min read [Read more](https://www.tigera.io/blog/migrate-first-modernize-later-a-leadership-guide-to-converging-vms-and-containers-to-run-ai-workloads/) [![Why We Built Lynx: Bringing Control to the Age of AI Agents](https://www.tigera.io/app/uploads/2026/06/Introducing-Lynx-NEW-TEMPLATE-2026-Tigera-brand-380x200.png)](https://www.tigera.io/blog/why-we-built-lynx-bringing-control-to-the-age-of-ai-agents/) [Featured Blog](https://www.tigera.io/category/featured-blog/) , [Company Blog](https://www.tigera.io/category/company-blog/) ### [Why We Built Lynx: Bringing Control to the Age of AI Agents](https://www.tigera.io/blog/why-we-built-lynx-bringing-control-to-the-age-of-ai-agents/) By [Ratan Tipirneni](https://www.tigera.io/blog/author/ratan/) on June 17, 2026 · 6 min read [Read more](https://www.tigera.io/blog/why-we-built-lynx-bringing-control-to-the-age-of-ai-agents/) [![The AI Agent Accountability Gap: Why Network Policies, API Gateways, And RBAC Are Not Enough](https://www.tigera.io/app/uploads/2026/05/The-AI-Agent-Accountability-Gap-Why-Network-Policies-API-Gateways-And-RBAC-Are-Not-Enough-380x200.png)](https://www.tigera.io/blog/the-ai-agent-accountability-gap-why-network-policies-api-gateways-and-rbac-are-not-enough/) ### [The AI Agent Accountability Gap: Why Network Policies, API Gateways, And RBAC Are Not Enough](https://www.tigera.io/blog/the-ai-agent-accountability-gap-why-network-policies-api-gateways-and-rbac-are-not-enough/) By [Alister Baroi](https://www.tigera.io/blog/author/alister-baroi/) on May 27, 2026 · 9 min read [Read more](https://www.tigera.io/blog/the-ai-agent-accountability-gap-why-network-policies-api-gateways-and-rbac-are-not-enough/) [![The Case for VM and Container Consolidation in 2026](https://www.tigera.io/app/uploads/2026/05/The-Case-for-VM-and-Container-Consolidation-in-2026-1-380x200.png)](https://www.tigera.io/blog/the-case-for-vm-and-container-consolidation-in-2026/) ### [The Case for VM and Container Consolidation in 2026](https://www.tigera.io/blog/the-case-for-vm-and-container-consolidation-in-2026/) By [Dillon Barry](https://www.tigera.io/blog/author/dillon-barry/) on May 26, 2026 · 5 min read [Read more](https://www.tigera.io/blog/the-case-for-vm-and-container-consolidation-in-2026/) [![AI Agents on Kubernetes 101: From Laptop Script to Production Pod](https://www.tigera.io/app/uploads/2026/09/AI-Agents-on-Kubernetes-101-From-Laptop-Script-to-Production-Pod-380x200.png)](https://www.tigera.io/blog/ai-agents-on-kubernetes-101-from-laptop-script-to-production-pod/) [Technical Blog](https://www.tigera.io/category/technical-blog/) ### [AI Agents on Kubernetes 101: From Laptop Script to Production Pod](https://www.tigera.io/blog/ai-agents-on-kubernetes-101-from-laptop-script-to-production-pod/) By [Alister Baroi](https://www.tigera.io/blog/author/alister-baroi/) on September 8, 2026 · 13 min read Topics: - [AI Agent Security](https://www.tigera.io/tags/ai-agent-security/) [Read more](https://www.tigera.io/blog/ai-agents-on-kubernetes-101-from-laptop-script-to-production-pod/) [![Meet Mylo: An AI-native way to work with Calico](https://www.tigera.io/app/uploads/2026/09/Meet-Mylo-An-AI-native-way-to-work-with-Calico-380x200.png)](https://www.tigera.io/blog/meet-mylo-an-ai-native-way-to-work-with-calico/) ### [Meet Mylo: An AI-native way to work with Calico](https://www.tigera.io/blog/meet-mylo-an-ai-native-way-to-work-with-calico/) By [Phil DiCorpo](https://www.tigera.io/blog/author/phil-dicorpo/) on September 3, 2026 · 15 min read Topics: - [Calico AI](https://www.tigera.io/tags/calico_ai/), - [Products](https://www.tigera.io/tags/products/), - [Announcements](https://www.tigera.io/tags/announcements/) [Read more](https://www.tigera.io/blog/meet-mylo-an-ai-native-way-to-work-with-calico/) [![The Safest Place to Run an AI Agent Is On a Cluster That Doesn’t Trust It](https://www.tigera.io/app/uploads/2026/08/The-Safest-Place-to-Run-an-AI-Agent-Is-On-a-Cluster-That-Doesnt-Trust-It-380x200.png)](https://www.tigera.io/blog/the-safest-place-to-run-an-ai-agent-is-on-a-cluster-that-doesnt-trust-it/) ### [The Safest Place to Run an AI Agent Is On a Cluster That Doesn’t Trust It](https://www.tigera.io/blog/the-safest-place-to-run-an-ai-agent-is-on-a-cluster-that-doesnt-trust-it/) By [Alister Baroi](https://www.tigera.io/blog/author/alister-baroi/) on August 27, 2026 · 14 min read Topics: - [Best Practices](https://www.tigera.io/tags/best-practices/), - [AI Agent Security](https://www.tigera.io/tags/ai-agent-security/), - [Products](https://www.tigera.io/tags/products/) [Read more](https://www.tigera.io/blog/the-safest-place-to-run-an-ai-agent-is-on-a-cluster-that-doesnt-trust-it/) [![AI Red Team Agents Automate Attacks on your AI Agents. Runtime Policies Automate their Defense.](https://www.tigera.io/app/uploads/2026/08/AI-Red-Team-Agents-Automate-Attacks-on-your-AI-Agents.-Runtime-Policies-Automate-their-Defense-380x200.png)](https://www.tigera.io/blog/ai-red-team-agents-automate-attacks-on-your-ai-agents-runtime-policies-automate-their-defense/) ### [AI Red Team Agents Automate Attacks on your AI Agents. Runtime Policies Automate their Defense.](https://www.tigera.io/blog/ai-red-team-agents-automate-attacks-on-your-ai-agents-runtime-policies-automate-their-defense/) By [Alister Baroi](https://www.tigera.io/blog/author/alister-baroi/) on August 24, 2026 · 10 min read Topics: [Read more](https://www.tigera.io/blog/ai-red-team-agents-automate-attacks-on-your-ai-agents-runtime-policies-automate-their-defense/) [![You’ve Been Running a Kubernetes Security Model in NSX and Didn’t Even Know It](https://www.tigera.io/app/uploads/2026/08/Youve-Been-Running-a-Kubernetes-Security-Model-in-NSX-and-Didnt-Even-Know-It-380x200.png)](https://www.tigera.io/blog/youve-been-running-a-kubernetes-security-model-in-nsx-and-didnt-even-know-it/) ### [You’ve Been Running a Kubernetes Security Model in NSX and Didn’t Even Know It](https://www.tigera.io/blog/youve-been-running-a-kubernetes-security-model-in-nsx-and-didnt-even-know-it/) By [Veronika Smolik](https://www.tigera.io/blog/author/veronika-smolik/) on August 10, 2026 · 11 min read Topics: - [VM Migration](https://www.tigera.io/tags/vm-migration/), - [Products](https://www.tigera.io/tags/products/) [Read more](https://www.tigera.io/blog/youve-been-running-a-kubernetes-security-model-in-nsx-and-didnt-even-know-it/) [![The New MCP Headers Are a Gift to Gateways](https://www.tigera.io/app/uploads/2026/08/The-New-MCP-Headers-Are-a-Gift-to-Gatewaysr-380x200.png)](https://www.tigera.io/blog/the-new-mcp-headers-are-a-gift-to-gateways/) ### [The New MCP Headers Are a Gift to Gateways](https://www.tigera.io/blog/the-new-mcp-headers-are-a-gift-to-gateways/) By [Alister Baroi](https://www.tigera.io/blog/author/alister-baroi/) on August 6, 2026 · 9 min read Topics: - [AI Agent Security](https://www.tigera.io/tags/ai-agent-security/), - [Products](https://www.tigera.io/tags/products/) [Read more](https://www.tigera.io/blog/the-new-mcp-headers-are-a-gift-to-gateways/) [![VM Migration – What Happens to Your NSX Segments in Kubernetes?](https://www.tigera.io/app/uploads/2026/08/VM-Migration-What-Happens-to-Your-NSX-Segments-in-Kubernetes-380x200.png)](https://www.tigera.io/blog/vm-migration-what-happens-to-your-nsx-segments-in-kubernetes/) ### [VM Migration – What Happens to Your NSX Segments in Kubernetes?](https://www.tigera.io/blog/vm-migration-what-happens-to-your-nsx-segments-in-kubernetes/) By [Veronika Smolik](https://www.tigera.io/blog/author/veronika-smolik/) on August 5, 2026 · 10 min read Topics: - [Best Practices](https://www.tigera.io/tags/best-practices/), - [VM Migration](https://www.tigera.io/tags/vm-migration/), - [Products](https://www.tigera.io/tags/products/) [Read more](https://www.tigera.io/blog/vm-migration-what-happens-to-your-nsx-segments-in-kubernetes/) [![MCP’s Auth Hardening: What the Six New OAuth SEPs Fix, and What They Still Don’t](https://www.tigera.io/app/uploads/2026/07/MCPs-Auth-Hardening-What-the-Six-New-OAuth-SEPs-Fix-and-What-They-Still-Dont-380x200.png)](https://www.tigera.io/blog/mcps-auth-hardening-what-the-six-new-oauth-seps-fix-and-what-they-still-dont/) ### [MCP’s Auth Hardening: What the Six New OAuth SEPs Fix, and What They Still Don’t](https://www.tigera.io/blog/mcps-auth-hardening-what-the-six-new-oauth-seps-fix-and-what-they-still-dont/) By [Alister Baroi](https://www.tigera.io/blog/author/alister-baroi/) on July 28, 2026 · 10 min read Topics: [Read more](https://www.tigera.io/blog/mcps-auth-hardening-what-the-six-new-oauth-seps-fix-and-what-they-still-dont/) 1[2](https://www.tigera.io/blog/?sf_paged=2)[3](https://www.tigera.io/blog/?sf_paged=3)…[87](https://www.tigera.io/blog/?sf_paged=87)