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Mahnoor Iftikhar
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Articles

AI Agents Are Getting Employee IDs. What Does an Agent Need on Day One? cover
Coming soon

AI Agents Are Getting Employee IDs. What Does an Agent Need on Day One?

What AI agents actually need to operate safely and accountably — identity, scoped permissions, a dedicated workspace, spending limits, human approval gates, and a real offboarding process — treating agent infrastructure like employee onboarding, not just prompt engineering.

Beyond the Chatbot: Why the Model Context Protocol (MCP) is the USB-C Moment for AI Agents cover
Read on Medium

Beyond the Chatbot: Why the Model Context Protocol (MCP) is the USB-C Moment for AI Agents

A write-up on building agentic workflows with LLMs.

I Stopped SSH-ing Into My Server to Deploy: How to Build a Bulletproof Node.js CI/CD Pipeline with GitHub Actions cover
Read on Medium

I Stopped SSH-ing Into My Server to Deploy: How to Build a Bulletproof Node.js CI/CD Pipeline with GitHub Actions

A practical guide to automating deployments with GitHub Actions so you never SSH into a server again.

Beyond the Context Window: Engineering Memory for Production AI Agents cover
Read on Medium

Beyond the Context Window: Engineering Memory for Production AI Agents

A look at how to give AI agents durable, structured memory beyond a single context window.

Contact

Open to internships, collaborations, and interesting problems — send a message directly:

imahnoor460@gmail.com+92 302-4717221GitHubLinkedInMedium

// Mahnoor Iftikhar