Ayesha Mughal (@mughalsyntax)

🚀 Unleash the Power of MOE in Prompt & Context Engineering: Your Secret Weapon for Smarter AI! ✨

Hey there, AI enthusiast! 🌟 Ever felt like your prompts are hitting a wall, no matter how much you tweak them? Or wondered why some chatbots seem to “get” you instantly while others fumble? Enter Mixture of Experts (MOE) — the game-changing architec...

Nov 4, 2025 · 4 min readprompt-context-engineering-by-ayesha-mughal.hashnode.dev

🎯 Temperature, Top-p & Top-k — The Real Magic Behind AI Responses

A beginner-friendly guide to controlling creativity, accuracy & chaos in AI models You type a prompt.AI replies.Sometimes amazing 🤩Sometimes nonsense 😵‍💫 Why?Because AI has “volume knobs” for creativity — and most people don’t even know they exis...

Oct 30, 2025 · 4 min readprompt-context-engineering-by-ayesha-mughal.hashnode.dev

🛡️ Guardrails with OpenAI SDK

🚧 Why Guardrails Matter Not every input is welcome. Not every output is safe to send. In real-world applications like job portals or support agents, you need control over what your LLM sees and says. That’s what guardrails in the OpenAI Agents SDK d...

Jul 27, 2025 · 4 min readmughalsyntax.hashnode.dev

✨Learn Tool Calling in OpenAI SDK: A Beginner's Guide

"Empowering AI agents to do more than just chat!" 🚀 Introduction Welcome, fellow Pythonistas! 👋. In this guide, we'll explore how to supercharge your agents with tools…enabling them to search the web, fetch data, run code, and much more. We'll us...

Jul 15, 2025 · 5 min readmughalsyntax.hashnode.dev

🌟Building a Poetry Analysis System with OpenAI SDK Concepts: Tool Calling + Agent Handoffs

🚀Introduction In this tutorial, we'll build a sophisticated poetry analysis system that demonstrates core OpenAI SDK concepts like Tool Calling and Agent Handoffs. This project showcases how to create a multi-agent architecture where specialized age...

1Jul 13, 2025 · 10 min readmughalsyntax.hashnode.dev

Ayesha Mughal

About

Available for

Ayesha Mughal's blogs

🚀 Unleash the Power of MOE in Prompt & Context Engineering: Your Secret Weapon for Smarter AI! ✨

🎯 Temperature, Top-p & Top-k — The Real Magic Behind AI Responses

🛡️ Guardrails with OpenAI SDK

✨Learn Tool Calling in OpenAI SDK: A Beginner's Guide

🌟Building a Poetry Analysis System with OpenAI SDK Concepts: Tool Calling + Agent Handoffs

Ayesha Mughal

About

Available for

Ayesha Mughal's blogs

🚀 Unleash the Power of MOE in Prompt & Context Engineering: Your Secret Weapon for Smarter AI! ✨

🎯 Temperature, Top-p & Top-k — The Real Magic Behind AI Responses

🛡️ Guardrails with OpenAI SDK

✨Learn Tool Calling in OpenAI SDK: A Beginner's Guide

🌟Building a Poetry Analysis System with OpenAI SDK Concepts: Tool Calling + Agent Handoffs

Ayesha Mughal

About

Available for

Ayesha Mughal's blogs

🚀 Unleash the Power of MOE in Prompt & Context Engineering: Your Secret Weapon for Smarter AI! ✨

🎯 Temperature, Top-p & Top-k — The Real Magic Behind AI Responses

🛡️ Guardrails with OpenAI SDK

✨Learn Tool Calling in OpenAI SDK: A Beginner's Guide

🌟Building a Poetry Analysis System with OpenAI SDK Concepts: Tool Calling + Agent Handoffs

Search Hashnode

Ayesha Mughal

About

Available for

Ayesha Mughal's blogs

🚀 Unleash the Power of MOE in Prompt & Context Engineering: Your Secret Weapon for Smarter AI! ✨

🎯 Temperature, Top-p & Top-k — The Real Magic Behind AI Responses

🛡️ Guardrails with OpenAI SDK

✨Learn Tool Calling in OpenAI SDK: A Beginner's Guide

🌟Building a Poetry Analysis System with OpenAI SDK Concepts: Tool Calling + Agent Handoffs