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AI prompts for developers: writing and reviewing code, debugging, tests, documentation, architecture, SQL, APIs, AI coding agents and MCP servers. Works with ChatGPT, Claude, Cursor, Copilot and other coding assistants.
Copy-ready Copilot Chat prompts for unit tests in Python, TypeScript and Java, covering edge cases, mocks, regression tests and a review workflow that catches weak tests.
Beginner-friendly Replit AI prompts for landing page snippets: hero, pricing, forms, accessibility and performance, each filled in with real constraints and a way to check the result.
Eleven stack-specific Cursor prompts for landing page sections, forms, accessibility and performance, with review steps and security notes.
Bolt.new prompt examples for writing safe, reviewable database migration scripts, with filled-in prompts, a worked iteration, rollback checks and a staging-first workflow.
Eleven structured Windsurf prompts for diagnosing and rewriting slow SQL, built around EXPLAIN output, index design and safe testing, with a full worked example.
Copilot chat prompts for writing, explaining, testing and hardening regular expressions, with realistic scenarios, ReDoS cautions and a review checklist.
Detailed Windsurf prompts for generating typed, accessible, tested React components, with a worked iteration, a workflow and a review checklist.
Ten structured chat prompts for Tabnine that help beginners find, understand and fix bugs in Python scripts, with worked examples, a workflow and a review checklist.
Prompts for drafting safer database migrations with GitHub Copilot: engine-specific, reversible, idempotent, lock-aware, and always tested on a copy before production.
Twelve prompts for using Tabnine's in-editor completions and chat to build landing page snippets, with accessibility, responsiveness and security review built in.
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