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Prompt Engineering - Tree of ThoughtsPrompt Engineering - Hindsight and Step-BackPrompt Engineering - Graph of ThoughtsPrompt Engineering - ReliabilityPrompt Engineering - ReAct

Prompt Engineering - Graph of Thoughts

Graph of Thoughts — System Thinking

Graph of Thoughts (GoT) means thinking in a network where everything is connected. CoT is linear, ToT is branching, but GoT is a fully connected system — one change affects many things. This is how real-world problems actually work.

In simple words: Everything is connected — think like a system. Think bigger, think connected.
MethodThinking Style
CoTLinear — one straight path
ToTBranch — multiple options
GoTNetwork — everything connected

The wedding-planning example shows it perfectly:

  • Guests go up → food goes up.
  • Budget falls → decoration falls.
  • Date changes → guest availability falls.

Everything affects everything else — that is graph thinking.

GoT in Action — Course Launch

Notice how the prompt forces AI to identify components, connect them, and analyze impact — not give a single answer. This is system-level thinking used by senior planners and managers.

Example02
Prompt PreviewChatGPT-style
Act as a business strategist. Goal: Launch a Python course successfully. Step 1: Identify components - Marketing, Pricing, Timing, Risk, Competition Step 2: Explain the connections between components Step 3: If the price increases, analyze the impact Step 4: Suggest the best strategy Output: 1. System explanation 2. Risk analysis 3. Final strategy
Copy the prompt and paste it into ChatGPT, Gemini, or Claude to try it.

Real-World Use Cases

  • Student — understand systems and plan projects.
  • Employee — sprint planning and project planning.
  • Developer — system design and product design.
  • Business — course launches, strategy, and risk analysis.
  • Bots — banking, medical, legal, and education bots need guardrails.
📝 Key Takeaways
  • GoT thinks in a connected network — one change affects many things.
  • CoT is linear, ToT is branching, GoT is a full system.
  • The wedding example: guests up → food up; budget down → decoration down.
  • One change affects many things — this is how real problems work.
  • The course-launch prompt: identify components, connect them, analyze impact.
  • Think bigger, think connected.

🧠 Test Your Knowledge

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