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Prompt Engineering

Master the art and science of prompt engineering. Learn techniques for effective LLM communication, structured outputs, reasoning patterns, and building expert AI agents.

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7 posts in total

Prompt Engineering

Prompt engineering: the coherent author (an autonomous writing agent)

Learn how to build long-form writing agents that maintain coherence using Meta-Prompting and Thread-of-Thought techniques. Create autonomous agents that...

AI AgentsLong-Form Writing+1
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7 min
Prompt Engineering

Prompt engineering: giving your bot tools to see the world

How prompt works in production. Learn how to build ReAct agents that can use tools to access real-time data. Transform closed-book AI into agents that can

AI AgentsReAct+1
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6 min
Prompt Engineering

Self-critique and refinement prompting

Learn how to improve LLM output quality using Self-Critique and Refinement techniques. Force LLMs to review and improve their own work through iterative...

Self-CritiqueRefinement+1
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6 min
Prompt Engineering

Prompt engineering: from shallow to substantial answers

Learn how to get deep, well-reasoned answers using Step-Back Prompting and Goal Decomposition. Transform shallow responses into structured, comprehensiv...

Step-BackGoal Decomposition
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6 min
Prompt Engineering

Chain-of-thought prompting for reasoning

Learn how to improve LLM reasoning with Chain-of-Thought (CoT) prompting. Force LLMs to show their work and solve logic problems correctly by breaking d...

Chain-of-ThoughtReasoning+1
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5 min
Prompt Engineering

Structured JSON output from LLM prompts

Learn how to extract structured data from LLMs using few-shot prompting, output priming, and tool calling. Build a review analyzer that outputs clean, m...

Structured OutputJSON+1
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7 min
Prompt Engineering

Prompt engineering: from generic bot to expert agent

Learn how to transform a generic AI bot into an expert agent using explicit instructions, role prompting, and contextual prompting. Build a customer sup...

AI EngineeringSystem Design
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7 min

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