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The Itential Platform
The agentic operations platform for infrastructure teams.
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Lumen’s Network Automation Journey: From Manual Workflows to AI-Assisted Autonomy
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Itential unveils FlowAI, delivering agentic orchestration for infrastructure operations.
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Analyst Reports
451 Research: Autonomous, Governed AI for Enterprise Infrastructure Operations
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Blogs
Why Agent Sprawl Is the Next Script Sprawl
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Podcasts
Operator to Agent Manager: Network Engineering’s Future | Ship AI
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Explore the Full Knowledge Hub

The Cloud Gambit podcast -Why Training Ai Makes Governance Harder
Podcasts
Why Training AI to Have a Self Makes Governance Harder | The Cloud Gambit
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Why Infrastructure Tool Sprawl Is an Orchestration Problem by Ankit Bhansali
By: Ankit Bhansali Blogs
Why Infrastructure Tool Sprawl Is an Orchestration Problem
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AI reasoning vs. Deterministic Execution: How AI Agents Act Safely on Your Network
By: John Capobianco Blogs
Why Determinism Is the Key to Safely Running AI Agents in Network Operations
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By: John Capobianco Blogs
MCP Connects the Agent. What Governs the Change?
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An image showing an agent being given new mcp tooling
By: Joksan Flores Blogs
We Gave Agents a New Protocol & Handed Them the Same Old Plumbing
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By: Karan Munalingal Blogs
AI-Driven Network Operations For Telcos: How Service Providers Can Deploy & Succeed with AI
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AI agent icon connected to a network server through a guarded barrier with a shield checkmark, showing governed changes
By: Karan Munalingal Blogs
The Autonomy Paradox in Network Operations
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AI Agents in Live Network Infrastructure: Audit Trails, RBAC, and the MCP Gateway Approach
Videos
Stop Shadow AI Before It Owns Your Network | TFiR
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Why Deterministic Automation Was Never Going To Be Enough
By: Chris Wade Blogs
The Limits of Deterministic Network Automation & Where AI Reasoning Takes Over
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Vibe Coding representation that shows the promise of spec-driven development in production.
By: John Capobianco Blogs
Vibe Coding Grows Up: Inside Spec-Driven Development for Network Engineers
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Media Coverage
AI Agents in Networking | The GO AI Podcast
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The Art of Network Engineering logo for Vibe Coding episode with John Capobianco
Podcasts
Stop Vibe Coding, Start Spec-Driven Development | Art of Network Engineering
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Media Coverage
How AI Data Can Use Network Telemetry Without Sacrificing Reliability & Control | Data Unchained
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Representation of Iceberg Effect to trust AI agents.
By: Holly Holcomb Blogs
The Iceberg Effect: What It Actually Takes to Trust an AI Agent in Production
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The 46-Tool Agent: Why Modularity Beats Monolithic Agents in Production
By: Karan Munalingal Blogs
The 46-Tool Agent: Why Modularity Beats Monolithic Agents in Production
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