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How AI is saving Nigerian lecturers days of preparation

Increasing time demands and the challenge of reaching learners beyond traditional classrooms is pushing educators across Africa to turn to artificial intelligence to plan courses, generate learning materials, and support students outside of class. Nigeria may be leading the way.

Launched on Product Hunt today: an AI-powered I Ching app that explains readings in plain language

Hey DEV! Quick launch announcement — my side project BU: I Ching & Daily Fortune is live on Product Hunt today. 🔮 What it is: An Android app that casts I Ching hexagrams the traditional way, then…

  • AI-powered app BU: I Ching & Daily Fortune launched on Product Hunt
  • Uses AI to explain I Ching readings in plain English
  • Free mini-readings offered to first 20 Product Hunt commenters

What each task in a plan is handed, and what it is not

A plan runs several coding-agent sessions, one after another or several at once. None of them shares memory with the others.

  • Each task starts with an empty context window, retaining only handed-over information.
  • Three blocks are passed to every task: plan map, dependent tasks' outputs, and the task itself.

See Your LangGraph Agent Execute in Real Time

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend NOTE ON TIMING: LangGraphics isn't a weekend project. Its first commit is from January 2026. This year's rules ask for new projects built within the challenge window, so I'm not presenting this as a prize entry.

  • LangGraphics visualizes real-time agent execution.
  • Single line of code enables live visualization.
  • Open-source tool benefits other LangGraph agents.

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