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 10 of 22The 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.
AI Technical Spec Prompts (2026)
Prompt patterns for technical specs — problem framing, approach, trade-offs, non-goals, and open questions. Structured scaffolds produce usable v0 specs.
AI Vendor Evaluation Prompts (2026)
Prompt patterns for vendor evaluation — scoring criteria generation, weighted comparison, risk flagging. Built around feeding real vendor materials to avoid hallucinated features.
Aider Prompting Guide (2026)
How to prompt Aider — the terminal AI pair-programmer. /add and /drop file scoping, git-commit-per-change workflow, and atomic edit patterns.
Autonomous Testing With AI Agents (2026)
How to prompt AI agents to generate tests, run them, and iterate. Test-first patterns, property-based prompts, and when to trust autonomous test runs.