Featured Articles
The Hidden Cost of “Modernization”: When Upgrades Become Extortion
Across the IT and observability landscape, enterprise leaders are facing a troubling pattern. A trusted vendor announces a “modernization initiative,” often following a major acquisition …
Read now95% of AI Pilots Fail — Here’s How to Be the 5%
When MIT released research showing that 95% of enterprise AI pilots fail to deliver measurable business impact, it made headlines for a reason. After years …
Read nowThe Hidden Barrier to Network Automation Isn’t Your AI — It’s Your Data
For years, the promise of AI-driven network automation has loomed large. Vendors and analysts alike have painted a future where autonomous operations handle outages before …
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Navigating External Outages: How Selector Cuts Through the Cloudflare Noise
Yesterday’s widespread Cloudflare outage reminds us how crucial external dependencies are to the stability of our own applications. When a key edge provider like Cloudflare …
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Beyond Isolated AI: How the Selector MCP Server Connects Agents, Context, and Action
AI in network operations is evolving faster than ever. But while new models and agents are emerging almost daily, they’re often working alone, with each …
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Show Me the AI: Rethinking How AI Fits Into Network Operations
Over the last couple of years, nearly every network and infrastructure observability platform has added the word “AI” to its messaging. Some have introduced helpful …
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The Hidden Cost of “Modernization”: When Upgrades Become Extortion
Across the IT and observability landscape, enterprise leaders are facing a troubling pattern. A trusted vendor announces a “modernization initiative,” often following a major acquisition …
Read now
The Hidden Barrier to Network Automation Isn’t Your AI — It’s Your Data
For years, the promise of AI-driven network automation has loomed large. Vendors and analysts alike have painted a future where autonomous operations handle outages before …
Read now
95% of AI Pilots Fail — Here’s How to Be the 5%
When MIT released research showing that 95% of enterprise AI pilots fail to deliver measurable business impact, it made headlines for a reason. After years …
Read now
AI That Knows Networking: Selector vs. Generic GPT Integrations
The hype around generative AI has led many IT teams to experiment with plugging generic GPT models into their workflows. On paper, this is the …
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Why Your IT Copilot Needs Context, Not Just Data
In the rush to adopt AI in IT operations, many organizations focus on feeding copilots as much data as possible. But here’s the problem: data …
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Real-World Use Cases for Natural Language Copilots
Natural language copilots are one of the most exciting developments in AI for network operations. They allow engineers and operators to query complex environments in …
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