العربيةعربي

Notes

I write about what I build.

Practical notes on agents, language models, privacy and building AI products.

May 31, 2026 · 6 min read · AI AgentsWhy Context Matters More Than Prompts in AI AgentsThe strongest AI agents are shaped by what they can see, remember, use, and safely do.Read

All notes

  1. May 30, 20266 min readEducation AILocal AI Systems and the Future of University ServicesUniversity assistants become more useful when they understand institutional context and treat privacy as a design requirement.
  2. May 29, 20265 min readAI FundamentalsFrom Chatbots to AI Agents: What Actually Changed?The shift is not about a new label. It is about systems that can use tools, follow workflows, and support decisions.
  3. May 28, 20266 min readAI for SustainabilityHow AI Can Support Smarter Urban PlanningData, cloud services, and explainable AI can help cities make more informed decisions about thermal comfort.
  4. May 27, 20266 min readAI SecurityFrom Reactive Security to Predictive AI SecurityBehavioral signals can help security teams identify unusual patterns earlier and investigate with better context.
  5. May 26, 20267 min readAI for StudentsWhat Every Student Should Know About AI in 2026AI literacy is becoming a practical advantage in every field, not only in computer science.
  6. May 25, 20265 min readAI for EveryoneAI for Non-Technical People: A Simple Mental ModelThink of AI as a system that combines input, context, tools, and boundaries to produce a useful result.
  7. May 24, 20267 min readAI Product ThinkingBuilding AI Products: Accuracy Is Not EnoughA credible AI product must earn trust through reliability, privacy, usability, evaluation, and honest boundaries.