29 Apr 2026
Automating Cisco Cloud-Delivered FMC (cdFMC) with Ansible
Automating Cisco Cloud-Delivered FMC (cdFMC) with Ansible From a fresh Cisco Security Cloud account to a working Ansible playbook that talks …
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Cybersecurity, Network Automation, AI, and Architecture Insights.
Welcome to my professional blog. I share practical lessons, technical labs, automation patterns, and field experience across Cisco security, network automation, DevOps, and AI-driven operations.
Focus areas
- Secure Firewall and security architecture
- pyATS, CI/CD, DevNet and automation
- AI, MCP, AIOps and operational transformation
- Customer success and executive advisory
Latest writing
Recent posts
27 Apr 2026
Modern AI Automation: MCP vs SKILL.md / agent.md (OpenCode)
🤖 Modern AI Automation: MCP vs SKILL.md / agent.md (OpenCode) A practical comparison for network & security automation engineers. 🎯 …
Read more →11 Feb 2026
Testing Cisco Secure Firewall SnortML: ML-Based SQL & Command Injection Detection
Testing Cisco Secure Firewall SnortML: ML-Based SQL & Command Injection Detection An end-to-end lab walkthrough of the SnortML inspector …
Read more →28 Nov 2025
Comprehensive Architectural Framework for the Cisco Certified Design Expert
Comprehensive Architectural Framework for the Cisco Certified Design Expert Practical Examination The Cisco Certified Design Expert (CCDE) …
Read more →27 Nov 2025
AI/LLM-Driven Network Automation with Natural Language (Deep Dive)
AI/LLM-Driven Network Automation with Natural Language From Copilot AI/LLM Chat to Real Cisco Devices Using VS Code, MCP, CML & pyATS …
Read more →26 Sep 2025
Building a Practical Cisco Automation Lab
A practical starting point for building a Cisco automation lab using Git, APIs, pyATS, Ansible, and CI/CD.
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