Coding & Technical

12 prompt examples

Prompts for code generation, debugging, technical documentation, code reviews, and developer workflows.

Architecture Decision Record Drafting AI Prompt

Writing an Architecture Decision Record (ADR) feels slow when the details live in your head. You know the decision, but you still need clear context, ...

Terraform Infrastructure Module Design AI Prompt

Designing a Terraform module gets messy fast when requirements live in chats. You end up guessing inputs, naming rules, and environment differences. T...

API Rate Limiting Strategy Documentation AI Prompt

API rate limiting is easy to overlook yet often misunderstood by users and developers. When your documentation lacks clarity, you see more support tic...

Continuous Integration Pipeline Setup Guide AI Prompt

Setting up a continuous integration (CI) pipeline is harder than it looks. You juggle tools, environments, branch rules, test suites, and deployment s...

Cross-Browser UI Bug Reproduction Steps AI Prompt

UI bugs are hard to fix when your reproduction steps are vague, incomplete, or inconsistent across browsers. Developers lose hours chasing issues they...

Code Optimization Suggestions Report AI Prompt

Optimizing code is tough when you’re not sure what to target first. You might sense performance issues or see slow execution, but vague requests like ...

Backend API Endpoint Design Specification AI Prompt

Writing clear API endpoint specifications takes time and focus. You must document request shapes, response formats, status codes, and edge cases. When...

Database Migration Plan and Script Generator AI Prompt

Database migrations are risky. You’re juggling schema changes, data transformations, downtime limits, and rollback safety. One missed dependency can b...

README Documentation Generator AI Prompt

Writing a clear README is hard when you’re racing to ship. You know the project inside out, but others don’t. Missing prerequisites, vague setup steps...

Unit Test Suite Generation for Legacy Code AI Prompt

Writing unit tests for legacy code is hard. You’re missing docs, function behavior is unclear, and risk of breaking production is high. You need targe...

Code Review Checklist and Actionable Feedback AI Prompt

Code reviews often stall with vague comments and missed issues. You might get “clean this up” without examples or “optimize” with no benchmarks. That ...

API Integration Error Troubleshooting Guide AI Prompt

Debugging API integrations eats time when details are missing. You get a vague error, inconsistent logs, and unclear reproduction steps. Without struc...

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