yeah nothing special, just asking it to fix stuff. occasionally if it was struggling I was trying to encourage it to explore the issue a bit more laterally. e.g. if the sky is not blue it doesn't mean you just need to crank up the colour, it is probably that something is blocking
PROMPT ENGINEERING
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Express tutorial: working effectively with AI in 2026 using tools and prompts
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How to work effectively with AI in 2026? In this express tutorial, I'll show you my complete method with my tools and my prompts → https://
youtu.be/CXNURuKWeJo -
Alteryx Copilot GenAI Tools Now Generally Available
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Alteryx Copilot and new GenAI tools are now GA. Build workflows with natural language, trusted LLMs, and agentic AI that moves work forward with confidence — helping teams work smarter without changing what already works. Read more: https://
ow.ly/SyBn50XKiGe #AlteryxOne -
Vibe Agent: Create AI Agents in Plain English with Maestro
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Vibe Agent in AI21 Maestro helps you create AI agents from a single plain-English description. It suggests purpose, validation checks, tools, and model/compute settings while explaining each step in real time.
— AI21 Labs (@AI21Labs) 16 décembre 2025
🎥Watch the video and start building with AI21 Maestro:… pic.twitter.com/UOSnkquX6XVibe Agent in AI21 Maestro helps you create AI agents from a single plain-English description. It suggests purpose, validation checks, tools, and model/compute settings while explaining each step in real time. Watch the video and start building with AI21 Maestro:
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Recursive Prompting Techniques for Iterative Model Refinement
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5. Recursive Prompting One prompt = one answer. Recursive prompts = systems that think in loops. The output becomes the next input. Each iteration refines the previous result. Template: Iteration 1: [Generate initial solution] Iteration 2: Review the solution from Iteration
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Advanced Prompt Engineering: Using Constraints for Expert-Level Responses
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4. Role-Based Prompting with Constraints "Act as an expert" is amateur hour. Engineers define expertise with measurable constraints. Template: You are a [role] with [specific expertise]. Constraints:
– Must include [requirement 1]
– Cannot exceed [limit]
– Optimize for -
Implementing Tree of Thoughts Reasoning for AI Models
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3. Tree of Thoughts (ToT)
— God of Prompt (@godofprompt) 16 décembre 2025
Linear thinking gets linear results. ToT explores multiple reasoning paths simultaneously.
Instead of A→B→C, the model explores A→B→C, A→D→E, and A→F→G, then picks the best path.
Template:
Explore 3 different approaches to solve: [problem]… pic.twitter.com/oVbP6OECvk3. Tree of Thoughts (ToT) Linear thinking gets linear results. ToT explores multiple reasoning paths simultaneously. Instead of A→B→C, the model explores A→B→C, A→D→E, and A→F→G, then picks the best path. Template: Explore 3 different approaches to solve: [problem]
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Understanding Chain-of-Verification Prompting for AI Models
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2. Chain-of-Verification (CoVe)
— God of Prompt (@godofprompt) 16 décembre 2025
Standard prompts get one answer. CoVe prompts get self-corrected answers.
The model generates a response, creates verification questions, answers them, then produces a final corrected output.
Template:
1. Answer this: [question]
2. Generate 3… pic.twitter.com/j0jY4qr6Ye2. Chain-of-Verification (CoVe) Standard prompts get one answer. CoVe prompts get self-corrected answers. The model generates a response, creates verification questions, answers them, then produces a final corrected output. Template: 1. Answer this: [question]
2. Generate 3 -
Explaining Constitutional AI and Prompting Templates
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1. Constitutional AI Prompting
— God of Prompt (@godofprompt) 16 décembre 2025
Most people tell AI what to do. Engineers tell it how to think.
Constitutional AI adds principles before instructions. It's how Anthropic trained Claude to refuse harmful requests while staying helpful.
Template:
<principles>
[Your guidelines]… pic.twitter.com/nbfUPe1J8g1. Constitutional AI Prompting Most people tell AI what to do. Engineers tell it how to think. Constitutional AI adds principles before instructions. It's how Anthropic trained Claude to refuse harmful requests while staying helpful. Template: [Your guidelines]
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5 Prompting Techniques Used by AI Engineers
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OpenAI and Anthropic engineers don't prompt like everyone else. I've been reverse-engineering their techniques for 2.5 years across all AI models. Here are 5 prompting methods that get you AI engineer-level results: (Comment "AI" for my free prompt engineering guide)