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Prompt Engineering Blog

Tips, tutorials, and insights on prompt engineering for ChatGPT, Claude, Gemini, and more.

How to Run AI Models Locally in 2026
tutorials•8 min read

How to Run AI Models Locally in 2026

Learn how to run Qwen, Llama, and small LLMs locally on phones and laptops, with prompting tips, quantization advice, and setup steps. Try free.

March 12, 2026
What GTC 2026 Means for Local LLMs
prompt engineering•7 min read

What GTC 2026 Means for Local LLMs

Discover what NVIDIA GTC 2026 signals for AI prompts, local LLMs, and on-device workflows. Learn what changes next and adapt fast. Try free.

March 12, 2026
7 Steps to Context Engineering (2026)
prompt engineering•8 min read

7 Steps to Context Engineering (2026)

Learn how to move from prompt engineering to context engineering in 2026 with a practical migration plan for agents, memory, and control. Try free.

March 12, 2026
7 GPT-5.4 Tool Prompt Rules for 2026
prompt engineering•8 min read

7 GPT-5.4 Tool Prompt Rules for 2026

Learn how to write GPT-5.4 tool prompts that scale across 100+ APIs, apps, and agents. Use proven patterns for reliable tool search and calling. Try free.

March 12, 2026
7 Claude PR Review Prompts for 2026
prompt tips•8 min read

7 Claude PR Review Prompts for 2026

Learn how to write Claude code review prompts that catch risks, explain diffs, and improve PR feedback quality. See examples inside.

March 12, 2026
7 Vibe Coding Prompts for Apps (2026)
prompt tips•8 min read

7 Vibe Coding Prompts for Apps (2026)

Learn how to prompt Cursor, Lovable, Bolt, and Replit to build full apps in 2026 with less rework, better tests, and cleaner handoffs. Try free.

March 12, 2026
7 Agent Prompt Rules That Work in 2026
prompt engineering•8 min read

7 Agent Prompt Rules That Work in 2026

Learn how to write AI agent prompts that drive better planning, tool use, and safer execution across Claude Code and computer use systems. Try free.

March 12, 2026
Copilot Cowork + Claude in Microsoft 365 (2026): How I Prompt AI Inside Excel, PowerPoint, and Word
Prompt Tips•10 min

Copilot Cowork + Claude in Microsoft 365 (2026): How I Prompt AI Inside Excel, PowerPoint, and Word

A practical prompting playbook for the new agentic Microsoft 365 workflow: Excel analysis, Word drafting, and PowerPoint building with Copilot Cowork + Claude.

Mar 12, 2026
GPT-5.4 vs Claude Opus 4.6 vs Gemini 3.1 Pro (March 2026): Pick the Right Model by Task, Not by Hype
Prompt Tips•9 min

GPT-5.4 vs Claude Opus 4.6 vs Gemini 3.1 Pro (March 2026): Pick the Right Model by Task, Not by Hype

A task-first way to choose between GPT-5.4, Claude Opus 4.6, and Gemini 3.1 Pro-based on agent benchmarks, long-context reality, and tool reliability.

Mar 12, 2026
Prompting Nano Banana 2 (Gemini 3.1 Flash Image): The Practical Playbook for People Migrating from Midjourney
Prompt Tips•10 min

Prompting Nano Banana 2 (Gemini 3.1 Flash Image): The Practical Playbook for People Migrating from Midjourney

A hands-on way to write Nano Banana 2 prompts: structure, constraints, text-in-image, consistency, and fast iteration-without Midjourney-style parameter soup.

Mar 12, 2026
Prompting GPT-5.4 Thinking: Plan Upfront, Correct Mid-Flight, and Stop Over-Engineering
Prompt Tips•9 min

Prompting GPT-5.4 Thinking: Plan Upfront, Correct Mid-Flight, and Stop Over-Engineering

A practical way to write prompts for GPT-5.4 Thinking: front-load the plan, build course-correction hooks, and adapt to shorter, smarter "thinking".

Mar 12, 2026
Prompt Engineering for Roblox Development: NPC Dialogue, Game Logic, and Luau Script Generation
Prompt Tips•10 min

Prompt Engineering for Roblox Development: NPC Dialogue, Game Logic, and Luau Script Generation

How I prompt LLMs to write Roblox NPC dialogue, design gameplay logic, and generate Luau scripts without shipping broken code-or weird, untestable AI sludge.

Mar 12, 2026
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