Library / coding
Coding spans quick scripts to architecture decisions. See where AI lands the work and where a human engineer is still worth the keystrokes.
150 fit checks
Can AI build a WooCommerce inventory sync plugin from scratch?
Good fit
Can AI write Jest unit tests for an Express REST API?
Can AI write a SQLAlchemy ETL script for CSV deduplication and database merging?
Can AI debug and fix a bash log-rotation script?
Can AI write a GitHub Actions CI/CD config for a React TypeScript project?
Can AI build a regex-based invoice PDF parser with unit tests?
Can AI write a Node.js ETL script for PostgreSQL order data?
Can AI generate OpenAPI documentation from a FastAPI codebase?
Can AI generate pytest unit tests for a Python module?
Can AI write a CSV data normalization script in Python?
Can AI write an Excel rolling average formula ignoring blank cells?
Can AI write a top-10 customers by revenue SQL query?
Can AI write a US ZIP code regular expression?
Can AI refactor a Python function to improve complexity and readability?
Can AI debug a Python script returning empty API results?
Can AI write a Python script to clean and deduplicate CSV files?
Can AI refactor a Python CSV-processing function with error handling?
Can AI debug and optimize a slow Python CSV-processing script?
Can AI debug a Python script throwing connection timeout errors?
Can AI debug a Python scraper that keeps timing out?
Can AI debug and optimize a slow Python script for large JSON files?
Can AI refactor a Python CSV script to use pandas?
Can AI debug a Python script throwing a KeyError?
Can AI generate boilerplate CRUD endpoints for a FastAPI app?
Can AI write and debug a Python CSV-to-JSON parser?
Can AI build and maintain a full fastapi replacement framework?
Human required
Can AI handle frontend development end to end?
Possible with caveats
Can AI convert a Middle English poem into a Kubernetes YAML?
Can AI review code PRs and flag bugs and style violations?
Can AI build a macOS desktop app like CodePen?
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