Category: Blog
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Harness AI: We Replaced Our Manual Deployment Checklists With an Autonomous Pipeline
Harness AI does not just automate deployment steps — it learns failure patterns and makes rollback decisions faster than any human on-call rotation.
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Building an MCP Server That Connects Claude to Your Firewall Management System
An MCP server scoped to read-only operations lets Claude analyze your firewall state without any risk of unintended changes — and that is the right starting point.
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Cursor AI for Network Config: What It Does Well and Where It Gets You in Trouble
Cursor writes Netmiko and Paramiko boilerplate faster than any engineer I know — but it confidently writes device-specific commands for the wrong OS version without warning.