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Change Data Capture

Don't Hand Your AI Agent the Keys: MCP vs. Context Layers

Don’t Hand Your AI Agent the Keys: MCP vs. Context Layers

AI-enabling your systems is easy if you believe the brochures in your inbox. Wrap the system you already have in an MCP server, point a model at it, done. By the end ...
Mark Fussell | November 3, 2026 | agentic AI, AI agents, AI governance, AI infrastructure, AI security, Change Data Capture, cloud native, cloud native security, cloud-native architecture, Confused Deputy Problem, Context Layers, data security, enterprise AI, kubernetes, least privilege, MCP, Model Context Protocol, Production AI, Prompt Injection, Secure AI Integration

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Beyond Backup: Recovering a Trusted AWS Environment in the Age of AI
15 December 2026
The Economics of Infrastructure Modernization
4 November 2026
The Economics of Infrastructure Modernization
Your Coding Agent Needs Production Discipline
2 November 2026
The Orchestration Challenge in Mainframe Software Delivery
2 November 2026
GitLab Bets Context, Not Bigger Models, Will Fix AI Agent Costs
2 November 2026
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1 December 2026
AI Security: Machine-Speed Threats, Multi-Layered Defense
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17 November 2026

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RECENT POSTS

Don’t Hand Your AI Agent the Keys: MCP vs. Context Layers
Cloud-Native Development Cloud-Native Security Contributed Content Social - Facebook Social - LinkedIn Social - X Topics 

Don’t Hand Your AI Agent the Keys: MCP vs. Context Layers

November 3, 2026 Mark Fussell 0
Your ML Platform Isn’t Kubernetes-Native Just Because It Runs on Kubernetes
Cloud-Native Platforms Contributed Content Kubernetes Platform Engineering Social - Facebook Social - LinkedIn Social - X Topics 

Your ML Platform Isn’t Kubernetes-Native Just Because It Runs on Kubernetes

November 2, 2026 Paul Zimmerman 0
Kubernetes For AI: CIQ Packages The Moving Parts Into One Binary 
Features Kubernetes News Social - Facebook Social - LinkedIn Social - X Topics 

Kubernetes For AI: CIQ Packages The Moving Parts Into One Binary 

November 2, 2026 Adrian Bridgwater 0
Mirantis Adds Service to Facilitate Migrations Off VMware Platforms
Cloud-Native Architecture Features Kubernetes Social - Facebook Social - LinkedIn Social - X Topics 

Mirantis Adds Service to Facilitate Migrations Off VMware Platforms

October 29, 2026 Mike Vizard 0
One Hub, 34 Clusters: Lessons From a GitOps Control Plane at Scale
Contributed Content GitOps Kubernetes Platform Engineering Social - Facebook Social - LinkedIn Social - X Topics 

One Hub, 34 Clusters: Lessons From a GitOps Control Plane at Scale

October 27, 2026 Nitish Mane 0
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