We’re deciding whether to adopt a monorepo or polyrepo architecture for our growing dev team (10+ engineers). Please provide: – Pros and cons of each approach – Tooling considerations (build, test, deploy) – Communication overhead vs velocity...

We’re planning a technical debt sprint to clean up the codebase. Please give a cleanup checklist with: – File and folder restructuring – Removing unused dependencies and dead code – Naming consistency and documentation – Metrics to track...

We are migrating our backend from Firebase Realtime DB to Supabase (PostgreSQL). Please help generate a step-by-step migration plan: – Data export and transformation strategy – Authentication mapping and migration – Feature parity...

Can you explain the difference between these open-source licenses? – MIT – Apache 2.0 – AGPL Please include: – What they allow in terms of reuse and commercial projects – Whether attribution or share-alike is required – Risks to startups...

I have the following function: [Insert function code] Please: – List possible edge cases – Suggest test input and expected output – Cover invalid inputs and boundary conditions – Bonus: suggest how to mock dependencies if any

Please review the following code snippet and provide suggestions: [Insert code here] Review for: – Logic correctness – Code style and readability – Performance optimizations – Edge cases and test coverage Keep tone constructive and precise.

We’re building a SaaS product with a small team (5 devs). Stack: Next.js, Supabase, TypeScript Please recommend: – Local dev tools (e.g., linters, formatters) – Testing frameworks – Monitoring/logging solutions – DevOps or DX tools for...

I’m designing a schema for a new module in my app. Feature: [e.g., user comments with upvotes and nested replies] Please suggest: – Table structure with field names and types – Relationships and foreign keys – Indexing strategy for...

Here’s a React component that’s grown too large: [Paste code] Please: – Identify logical blocks that should be extracted – Suggest component breakdown (e.g., Header, Form, List) – Propose file structure and prop strategy – Explain benefits...

Here is my frontend API call: [Paste fetch/Axios call] And here is the backend API spec: [Paste Swagger/OpenAPI or backend code snippet] Please check: – Are all parameters used correctly? – Is the response handled as expected? – Are there...

Show examples of prompt chaining techniques optimized for Claude 3.5 Sonnet — particularly in research or analytical use cases. I’m looking for: - Multi-step workflows with role definition - Techniques like step-by-step reasoning, context...

My Next.js application crashes after a user logs in or the Supabase session updates. I'm using Supabase Auth and `createBrowserClient` with React. The issue seems to occur during hydration or session persistence. Can you help me: 1. Identify the...