Prompt Engineering Blog
Tips, tutorials, and insights on prompt engineering for ChatGPT, Claude, Gemini, and more.
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How to Prompt AI for Video Scripts That Actually Work
Most AI video scripts fail on pacing and hooks. Learn a prompting system for Reels, YouTube, and explainers with reusable templates. Read the full guide.
March 26, 2026
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Few-Shot Prompting: A Practical Deep Dive
Learn how to select, order, and validate few-shot examples that actually work - and why bad examples hurt more than none. Read the full guide.
March 26, 2026
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Decision-Making Prompts for AI Agents
Learn how to structure agent prompts with stop conditions, constraint framing, and confidence thresholds. Build agents that know when to stop. Read the full guide.
March 26, 2026
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Prompt Compression: Cut Tokens Without Losing Quality
Learn 4 proven prompt compression techniques that cut token costs and latency in production. Before/after benchmarks included. Read the full guide.
March 26, 2026
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Why Your Prompts Break After Model Updates
Discover why reliable prompts fail after AI model updates, which patterns are most fragile, and how to write model-agnostic prompts. Includes an audit checklist.
March 25, 2026
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Diff-Style Prompting: Edit Without Rewriting
Stop regenerating from scratch. Learn diff-style prompting to tell AI exactly what to change, keep, and cut. Reusable scaffold included. Read the full guide.
March 25, 2026
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Why Long Chats Break Your AI Prompts
Discover why AI prompts fail after 10 messages and how to fix it with anchoring, summary injection, and thread resets. Read the full guide.
March 25, 2026
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6 Prompt Failure Modes That Show Up at Scale
Prompts that pass quick tests often break at scale. Learn 6 failure modes-with diagnosis checklists and fixes-before they hit production. Read the full guide.
March 25, 2026
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Summarization Prompts That Force Format Compliance
Stop getting essay-length AI summaries. Learn structural prompts that enforce length, format, and detail-across ChatGPT, Claude, and Gemini. See examples inside.
March 24, 2026
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SQL Prompts That Actually Work (2026)
Stop getting hallucinated column names from your LLM. Learn schema injection, validation patterns, and copy-paste SQL prompt templates for PostgreSQL, BigQuery, and SQLite.
March 24, 2026
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Multi-Modal Prompting: GPT-5, Gemini 3, Claude 4
Learn how to structure multi-modal prompts across GPT-5, Gemini 3, and Claude 4 with reusable templates and a split-vs-combine decision framework. Read the full guide.
March 24, 2026
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LLM Classification Prompts That Actually Work
Stop getting hallucinated labels and broken pipelines. Learn how to write structured LLM classification prompts with real examples. Read the full guide.
March 24, 2026