Engineering AI Prompts
32 expert-crafted AI prompts for Engineering professionals
System design, CI/CD, technical debt, architecture, documentation, and team management prompts.
Architecture(3 prompts)
Architecture Decision Record
Create a production-ready Architecture Decision Record (ADR) that documents the decision, evaluates trade-offs against alternatives, and establishes measurable success criteria for technical leaders to reference in future architectural reviews.
Technical Architecture Decision Document
Generate a production-ready Architecture Decision Record (ADR) that documents the technical rationale, alternatives evaluated, and success criteria for a specific engineering decision, enabling informed stakeholder alignment and future architectural governance.
Microservices Migration Strategy
Develop a phased microservices migration roadmap with bounded-context service mapping, strangler fig sequencing, and infrastructure/team readiness criteria to reduce deployment risk and increase team autonomy.
Documentation(3 prompts)
Technical Documentation Writer
Create production-grade technical documentation that reduces support tickets and accelerates user onboarding by providing role-specific guidance, executable examples, and self-service troubleshooting for [SYSTEM NAME].
Engineering Documentation Standards
Develop a comprehensive documentation standards playbook that establishes documentation types, writing conventions, maintenance processes, and tooling choices tailored to your engineering team's tech stack and current documentation gaps.
API Documentation Best Practices
Build a developer-first API documentation system for [API/PRODUCT NAME] that reduces support tickets by 40%+ and achieves 90%+ self-service onboarding; delivers a complete reference architecture with interactive examples, authentication guides, and workflow tutorials.
Security(2 prompts)
Security Assessment Checklist
Generate a risk-prioritized security assessment checklist tailored to your system type, data classification, and compliance requirements, with specific remediation guidance and implementation timelines.
Security Best Practices for Web Applications
Generate a production-ready Security Implementation Roadmap for [WEB APP TYPE] that maps OWASP Top 10 vulnerabilities to specific code fixes, infrastructure hardening, and compliance checkpoints—prioritized by risk exposure and effort.
Best Practices(1 prompts)
Hiring(3 prompts)
Technical Interview Design
Create a structured technical interview playbook with calibrated rubrics, evaluation scorecards, and bias-mitigation protocols for a specific engineering role and level.
System Design Interview Preparation Guide
Build a calibrated system design interview playbook with 10 domain-specific questions, seniority matrices, red flag checklists, and interviewer scorecards to hire [SENIORITY_LEVEL] engineers at [COMPANY_NAME] with 89%+ predictive accuracy for architectural decision-making and scaled system ownership.
System Design Interview Framework
Generate a calibrated system design interview framework with scoring rubrics, question bank, and interviewer guidance to consistently evaluate [ENGINEER_LEVEL] candidates against your leveling expectations.
Infrastructure(4 prompts)
Incident Response Plan
Build a production incident response playbook with severity classifications, escalation matrices, and runbook procedures tailored to your system scale and team structure—enabling sub-5-minute MTTR for critical incidents.
DevOps CI/CD Pipeline Design
Design a production-grade CI/CD pipeline tailored to your application architecture, tech stack, and deployment environment, with specific stage configurations, automation thresholds, and DORA metrics targets.
Monitoring and Observability Strategy
Design a production-grade monitoring and observability strategy that aligns infrastructure, application, and business metrics to your SLA targets, with specific alert rules, dashboard layouts, and cost optimization for [TEAM SIZE] engineers managing [SERVICES COUNT] services at [REQUESTS/SEC] scale.
CI/CD Pipeline Design
Design a production-grade CI/CD pipeline architecture with stage-gated quality controls, deployment strategies, and observability metrics tailored to your application topology and infrastructure platform.
Reliability(2 prompts)
Incident Response Runbook
Generate a production-ready incident response runbook with severity definitions, response procedures, communication templates, and role-based escalation paths to minimize MTTR and ensure SLA compliance.
Engineering Team On-Call Playbook
Build a production-ready on-call playbook that establishes incident response protocols, escalation procedures, and engineer wellness safeguards to reduce MTTR by 30%+ and on-call burnout.