AI Prompt Engineering Blog
Expert guides, tutorials, and insights to master the art of prompt engineering for ChatGPT, Claude, Gemini, and beyond.
Latest Articles
Page 11 of 23The RCAF Prompt Structure: A 4-Part Skeleton for Maintainable Prompts
RCAF is a 4-part prompt skeleton — Role, Context, Action, Format — that produces maintainable prompts by separating identity, background, task, and output shape.
The SurePrompts Quality Rubric: A 7-Dimension Framework for Scoring Prompts
A structured way to evaluate prompt quality across 7 dimensions, scored 1-5 each for a max of 35. Replaces 'this prompt feels off' with concrete scores you can act on.
Context Engineering: The 2026 Replacement for Prompt Engineering
How context engineering — the discipline of assembling what a model sees — replaced prompt engineering as the 2026 quality lever. Strategies, patterns, and trade-offs.
Prompt Engineering for Business Teams: Marketing, Sales, Engineering, Ops
How business teams prompt AI for real work — briefs, discovery, architecture reviews, SOPs. Function-specific patterns across marketing, sales, engineering, and ops.
The Complete Guide to Prompting AI Coding Agents (2026)
How to prompt 2026's AI coding agents — Claude Code, Cursor, Devin, Replit Agent, and more. Six transferable skills and the tool landscape.
Agent Debugging Prompts: Fixing Stuck or Wrong Agents (2026)
How to prompt AI coding agents when they're stuck, looping, or wrong — inspection, rollback, re-scoping, and root-cause patterns.
AI Architecture Review Prompts (2026)
Prompt patterns for AI-assisted architecture reviews — targeted critique, alternative generation, and stress-testing specific design decisions.
AI Brief Writing Prompts: Creative & Campaign Brief Patterns (2026)
Prompt patterns for creative briefs, campaign briefs, and marketing briefs — covering objective, audience, insight, deliverables, and constraints.
AI Campaign Copy Prompts (2026)
Prompt patterns for campaign copy across channels — paid ads, landing pages, email sequences. Channel-aware prompts that produce usable variants.
AI Code Review: Agents vs. Prompts (2026)
When to use a dedicated AI code review agent vs. a one-off review prompt. Trade-offs in scope, continuity, cost, and team standardization.
AI Competitor Analysis Prompts (2026)
Prompt patterns for AI-powered competitor analysis — source-gathering, feature matrices, positioning statements. Built to avoid the hallucinated-feature trap.
AI Discovery Call Prompts (2026)
Prompt patterns for sales discovery — pre-call research, question generation, objection handling, and post-call synthesis.
AI Incident Postmortem Prompts (2026)
Prompt patterns for incident postmortems — timeline reconstruction, blameless root-cause analysis, and action-item extraction with owners and deadlines.
AI Memory Systems Guide (2026): Within-Session, Provider, and Application
How memory works in AI systems — within-session context, provider-managed memory like ChatGPT memory and Claude Projects, and application-managed custom memory.
AI Pipeline Forecasting Prompts (2026)
Prompt patterns for sales forecasting — data-input, risk-scoring, commentary generation. What AI can and can't do with pipeline data.
AI Process Automation Prompts (2026)
Prompt patterns for process automation — workflow identification, automation-opportunity scoring, and prompt-chain design. What to automate vs leave alone.
AI Proposal Writing Prompts (2026)
Prompt patterns for sales proposals — scoping, value-prop translation, pricing presentation, SOW structure. Built to avoid templated-noise output.
AI SOP Writing Prompts (2026): Standard Operating Procedures That Work
Prompt patterns for SOPs — process decomposition, step ordering, exception handling, and ownership. Structure the prompt and the SOP is usable.