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Agentic AI: Guides, Platform and Use Cases

Agentic AI moves enterprise IT from dashboards that describe problems to AI agents that investigate, decide and act under governance. These articles cover agentic AI architecture, the agentic AI platform, AgentOps, guardrails and security, and how an agentic enterprise puts AI agents to work across IT, network and security operations.

Small Language Models for enterprise AI agents - robot illustration
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
October 28, 2026
19 min read

Why Small Language Models for Enterprise AI Agents Are Becoming a Practical Choice

Agentic AI AI/ML
AI robot hand touching a digital security shield on a laptop, representing Fabrix CVE Agents protecting the network
  • Bhaskar Krishnamsetty
  • Posted by Bhaskar Krishnamsetty
October 27, 2026
8 min read

Staying Ahead of the Game: Fabrix CVE Agents Acted Before Vulnerabilities Hit the Headlines

Agentic AI Security
Introducing Fabrix Argos: Specialized AI models for Enterprise IT Operations
  • Fabrix Software
  • Posted by Fabrix Software
September 9, 2026
13 min read

Introducing Fabrix Argos: Specialized AI models for Enterprise IT Operations

Agentic AI
The Last Mile Problem in IT Operations: Why Insights Aren’t Enough and What Comes Next
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
August 28, 2026
16 min read

The Last Mile Problem in IT Operations: Why Insights Aren't Enough and What Comes Next

Agentic AI
The Rise of VibeOps: How Enterprise AI Gets Built, Deployed, and Operated
  • Fabrix Software
  • Posted by Fabrix Software
July 18, 2026
11 min read

The Rise of VibeOps: How Enterprise AI Gets Built, Deployed, and Operated

Agentic AI
It’s Not the Model. It’s Your Data: Why Enterprise AI Agents Fail in Production
  • Fabrix Software
  • Posted by Fabrix Software
July 13, 2026
17 min read

It’s Not the Model. It’s Your Data: Why Enterprise AI Agents Fail in Production

Agentic AI
From uX to vX – Vibe Coded User Xperience: Same App, Radically Different Foundation
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
July 6, 2026
20 min read

From uX to vX - Vibe Coded User Xperience: Same App, Radically Different Foundation

Agentic AI
Why Is It Hard To Build A Unified Agentic Control Plane For Operational Intelligence?
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
June 30, 2026
12 min read

Why Is It Hard To Build A Unified Agentic Control Plane For Operational Intelligence?

Agentic AI
Fabrix.ai demonstrates production-grade agentic operations at Cisco Live
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
June 20, 2026
15 min read

Fabrix.ai demonstrates production-grade agentic operations at Cisco Live

Agentic AI
The Evolution From AIOps To AgentOps: Agentic Operational Intelligence Platform
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
June 9, 2026
12 min read

The Evolution From AIOps To AgentOps: Agentic Operational Intelligence Platform

Agentic AI
Mythos and OpenAI Cyber flag the threat: Fabrix.ai Vulnerability Exposure Agent Automates Impact Analysis at Enterprise Scale
  • Bhaskar Krishnamsetty
  • Posted by Bhaskar Krishnamsetty
May 19, 2026
6 min read

Mythos and OpenAI Cyber flag the threat: Fabrix.ai Vulnerability Exposure Agent Automates Impact Analysis at Enterprise Scale

Agentic AI
The CFO’s Case for Agentic Data Federation: Where the Real Returns on Enterprise AI Will Come From
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
May 3, 2026
16 min read

The CFO's Case for Agentic Data Federation: Where the Real Returns on Enterprise AI Will Come From

Agentic AI
Too Many Tools. Not Enough Answers. AI Agents Fix VPN Ops.
  • Tejo Prayaga
  • Posted by Tejo Prayaga
May 1, 2026
13 min read

Too Many Tools. Not Enough Answers. AI Agents Fix VPN Ops.

Agentic AI Cisco IT Operations Security VPN
AgentOps: Operationalizing Agentic AI
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
April 20, 2026
13 min read

AgentOps: Operationalizing Agentic AI

Agentic AI
AI Meeting Bots Were Just the Beginning. Meet the AI Collaborator
  • Tejo Prayaga
  • Posted by Tejo Prayaga
April 19, 2026
13 min read

AI Meeting Bots Were Just the Beginning. Meet the AI Collaborator

Agentic AI
The Agent Runtime Needs an Enterprise Brain: Why Fabrix.ai Completes the NemoClaw / DefenseClaw Stack
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
April 1, 2026
16 min read

The Agent Runtime Needs an Enterprise Brain: Why Fabrix.ai Completes the NemoClaw / DefenseClaw Stack

Agentic AI
The AI Readiness Paradox: The Agentic Value Gap And The Agentic Operational Model
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
March 20, 2026
13 min read

The AI Readiness Paradox: The Agentic Value Gap And The Agentic Operational Model

Agentic AI
Implementing Agentic AI: A Technical Overview of Architecture and Frameworks
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
September 17, 2025
27 min read

Implementing Agentic AI: A Technical Overview of Architecture and Frameworks

Agentic AI
The Agentic Network: How AI Agents Are Transforming Infrastructure from Liability to Living Intelligence
  • Andrew Mallaband
  • Posted by Andrew Mallaband
July 5, 2025
28 min read

The Agentic Network: How AI Agents Are Transforming Infrastructure from Liability to Living Intelligence

Agentic AI
VB Transform 2025: The Enterprise AI Revolution Takes Center Stage
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
June 30, 2025
30 min read

VB Transform 2025: The Enterprise AI Revolution Takes Center Stage

Agentic AI
Fabrix.ai Demo Day Showcases Agentic Platform and AGNTCY Collective Ecosystem Alliance
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
April 25, 2025
22 min read

Fabrix.ai Demo Day Showcases Agentic Platform and AGNTCY Collective Ecosystem Alliance

Agentic AI
Multi-agent orchestrators
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
April 9, 2025
18 min read

Multi-agent orchestrators

Agentic AI
Some of the open source standards used with AI agents or agentic frameworks
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
March 16, 2025
10 min read

Some of the open source standards used with AI agents or agentic frameworks

Agentic AI
Introducing Agentic AI Platform by Fabrix.ai
  • Raju Datla - CEO, Fabrix.ai (Formerly CloudFabrix)
  • Posted by Raju Datla - CEO, Fabrix.ai (Formerly CloudFabrix)
February 6, 2025
16 min read

Introducing Agentic AI Platform by Fabrix.ai

Agentic AI
DeepSeek: Revolutionizing AI Development Through Cost-Effective Innovation
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
January 30, 2025
9 min read

DeepSeek: Revolutionizing AI Development Through Cost-Effective Innovation

Agentic AI
AI Operations: Integrating Agentic AI for Seamless Workflow Automation
  • Shailesh Manjrekar
  • Posted by Shailesh Manjrekar
November 13, 2024
15 min read

AI Operations: Integrating Agentic AI for Seamless Workflow Automation

Agentic AI