Forem: Luke Fryer

Zero-Shot vs Few-Shot vs Chain-of-Thought Prompting: Complete 2026 Guide

Luke Fryer — Wed, 15 Apr 2026 15:46:00 +0000

Quick Answer

Quick Answer Zero-shot prompting gives the AI no examples — you just describe the task. Few-shot prompting includes 2-3 examples showing the desired input/output pattern. Chain-of-thought (CoT) prompting adds "think step by step" reasoning. Each technique has specific strengths, and the best results come from combining them with a structured framework like STCO.

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

How to Write System Prompts: The Definitive Guide

Luke Fryer — Wed, 15 Apr 2026 15:45:25 +0000

Quick Answer

Quick Answer A system prompt is a hidden instruction that defines AI behavior before the conversation starts — the role, rules, expertise, and output format. It's the most impactful part of any AI interaction, yet most people skip it entirely. This guide shows you the 5-part structure used by production AI systems, with copy-paste examples for every major role.

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

ReAct Prompting: The Framework Behind AI Agents

Luke Fryer — Wed, 15 Apr 2026 15:39:28 +0000

Quick Answer

Advanced Guide • 14 min read

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

RAG Prompting Guide: Retrieval-Augmented Generation Explained

Luke Fryer — Wed, 15 Apr 2026 15:38:53 +0000

Quick Answer

Technical Guide • 14 min read

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

Prompt Versioning & Management: The Enterprise Guide

Luke Fryer — Wed, 15 Apr 2026 15:32:57 +0000

Quick Answer

Enterprise Guide • 10 min read

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

How to Test & Evaluate AI Prompts

Luke Fryer — Wed, 15 Apr 2026 15:32:21 +0000

Quick Answer

Professional Guide • 12 min read

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

Prompt Injection Prevention: The Complete Security Guide

Luke Fryer — Wed, 15 Apr 2026 15:26:25 +0000

Quick Answer

Security Guide • 15 min read

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

Prompt Engineering Career Guide: Salary, Skills & How to Start

Luke Fryer — Wed, 15 Apr 2026 15:25:50 +0000

Quick Answer

Quick Answer Prompt engineering is one of the fastest-growing careers in tech, with demand up 312% year-over-year. Salaries range from £60,000–£150,000 in the UK and $80,000–$200,000 in the US. No CS degree required — employers want demonstrated prompting skill and domain expertise. Here's your complete roadmap.

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

AI Prompt Engineering for Business: The 2026 Playbook

Luke Fryer — Wed, 15 Apr 2026 15:19:53 +0000

Quick Answer

Quick Answer Businesses that use structured prompt engineering with the STCO framework report 30-60% time savings on content creation, 40% reduction in customer support costs, and 5x faster data analysis. This guide shows you exactly how to implement AI prompting across your organisation — no technical skills required.

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

Prompt Chaining: How to Build Multi-Step AI Workflows

Luke Fryer — Wed, 15 Apr 2026 15:19:17 +0000

Quick Answer

Advanced Guide • 12 min read

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

Perplexity vs ChatGPT: Which Do You Actually Need?

Luke Fryer — Wed, 15 Apr 2026 15:13:21 +0000

Quick Answer

Quick Answer The debate between Perplexity and ChatGPT is fundamentally a misunderstanding of what these tools do. In 2026, power users don\'t choose one or the other—they use both. Perplexity is an Answer Engine built for research and verifiable facts. ChatGPT is a Language Model built for reasoning, coding, and creative generation.

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.

Multi-Modal Prompting: Images, Audio & Video AI Guide

Luke Fryer — Wed, 15 Apr 2026 15:12:45 +0000

Quick Answer

Advanced Guide • 12 min read

For the complete guide:

Read the full guide on AI Prompt Architect →

AI Prompt Architect — STCO framework. NPM.