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 14 of 23Windsurf AI Prompting Guide (2026)
How to prompt Windsurf — Codeium's AI-first IDE. Cascade agentic mode, flow-based context awareness, and when to trust vs. constrain auto-context.
AI Contract Analysis: How to Prompt AI to Review Contracts Like a Senior Associate
Step-by-step guide to using AI for contract analysis. Prompt templates for clause extraction, risk flagging, liability analysis, and comparison against standard terms.
Legal Research with AI: Prompts for Case Law, Statutes, and Regulatory Analysis
AI prompt templates for legal research — case law analysis, statutory interpretation, and regulatory compliance. Includes critical guidance on verifying AI output and avoiding hallucinated citations.
Which AI Model Should You Use? A Decision Framework for 2026
A practical decision framework for choosing between Claude, ChatGPT, Gemini, and other AI models based on your task, budget, and workflow.
AI Prompt Budgeting for Teams: How to Manage Costs Without Limiting Productivity
Set up AI token budgets, monitoring, and template-based workflows that keep costs predictable without throttling your team's productivity.
AI Prompts for Compliance: GDPR, SOC 2, and Regulatory Framework Analysis
AI prompt templates for compliance work — GDPR assessments, SOC 2 audit prep, privacy policy review, risk assessment, and gap analysis across regulatory frameworks.
AI Prompts for Finance: Templates for Analysis, Reporting, and Risk Assessment
Practical AI prompt templates for finance professionals. Ratio analysis, trend identification, quarterly reporting, investor updates, and risk scenario modeling.
AI Prompts for Lawyers: 20 Templates for Legal Research, Drafting, and Review
Practical AI prompt templates for legal professionals. Contract analysis, legal research, brief drafting, due diligence, and compliance checking with jurisdiction-specific formatting.
AI Prompts for Investment Research: Earnings Analysis, Market Trends, and Due Diligence
AI prompt templates for investment analysts. Earnings report analysis, industry trend research, competitive landscape mapping, and due diligence frameworks.
Medical Writing with AI: Prompts for Research Papers, CME Content, and Patient Materials
AI prompt templates for medical writers. Research abstracts, literature reviews, CME content, consent forms, and patient materials with accuracy safeguards.
AI Prompts for Mental Health Professionals: Templates for Notes, Treatment Plans, and Resources
AI prompt templates for therapists and counselors. Session notes, treatment plans, psychoeducation materials, and self-care resources with privacy safeguards.
AI Model Cost Routing: A Tiering Strategy to Cut LLM Spend
Build a cost-aware model routing strategy: tier your models, route each request to the right one, design prompts per tier, and benchmark to cut LLM spend.
Claude 4 Prompting Guide: Adaptive Thinking, Extended Context, and Best Practices
Master Claude prompting with practical techniques for system prompts, XML formatting, extended thinking, and long-context workflows.
Gemini Prompting Guide: Multimodal, Long Context, and Google Integration
Master Gemini prompting for multimodal tasks, long-context analysis, and Google ecosystem integration. Practical techniques for 2026.
GPT Prompting Optimization: System Instructions, Reasoning, and Token Efficiency
Optimize your GPT prompts with system instructions, structured output, JSON mode, and token-efficient patterns. Practical guide for 2026.
5 Prompt Patterns for API Documentation and Integration
Copy-paste prompt templates for writing API docs, generating integration guides, troubleshooting endpoints, and creating SDK examples.
5 Prompt Patterns for Bug Reports and Issue Triage
Copy-paste prompt templates for writing clear bug reports, triaging issues, analyzing error logs, creating reproduction steps, and drafting incident postmortems.
5 Prompt Patterns for Business Analysis and Strategy
Copy-paste prompt templates for SWOT analysis, market sizing, strategic planning, financial modeling questions, and decision frameworks.