Provide guidance on optimizing the reading of large data sets in code to improve performance and efficiency.
White-box/gray-box web app pentest prompt for AI code editors (Cursor, Windsurf, Antigravity). AI performs full source code security review on open project—no URL needed. Analyzes files, configs, dependencies, .env, Dockerfiles via OWASP Top 10 & ASVS. Outputs pro report: summary, tech stack, findings (auth, access, injections, sessions, APIs, crypto, logic), severity, file refs, prioritized fixes. Great for devs/security teams seeking automated code audits in SDLC.
Evaluate a project technically, formally, and practically to decide if it's ready for production (go/no-go decision).
Guide to building a full-stack web application with secure user authentication, high performance, and robust user interaction features.
Compares OpenAPI or GraphQL schema changes in pull requests and warns about breaking changes for existing clients.
Watches JavaScript bundle sizes per pull request and explains which import made the app heavier.
Plans safe API call budgets across services and environments: maps quotas and burst limits, sizes caches and queues, and spots which jobs will trip 429s before they hit production.