Claude · ChatGPT · Testing +2
Claude Prompt to Build an LLM Evaluation Framework
Build an LLM evaluation framework: golden datasets, automated metrics, LLM-as-judge, A/B model comparison, regressio...
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Claude · ChatGPT · Testing +2
Build an LLM evaluation framework: golden datasets, automated metrics, LLM-as-judge, A/B model comparison, regressio...
Claude · ChatGPT · Architecture +2
Design a multi-agent AI system: agent roles, orchestration pattern, task decomposition, shared memory, human-in-the-...
Claude · ChatGPT · Security
Generate a code audit checklist based on OWASP Top 10 2021 — with specific code patterns to check, fix examples, and...
Claude · ChatGPT · Security +1
Design and implement a Zero Trust security architecture — identity verification, network segmentation, least privile...
Claude · ChatGPT · Security +1
Implement secret management — vault setup, automatic rotation, access policies, audit logging, and emergency credent...
Claude · ChatGPT · Database
Design a normalized database schema from business requirements: tables, relationships, indexes, constraints, and mig...
Claude · ChatGPT · Database +1
Optimize slow SQL queries step by step: EXPLAIN analysis, index strategies, query rewriting, and caching for dramati...
Claude · ChatGPT · Database +1
Design a complete DB backup and recovery strategy: automated backups, point-in-time recovery, cross-region replicati...
Design a Git branching strategy for your team size, release cadence, and deploy model: GitFlow, trunk-based, or hybr...
Generate production-ready GitHub Actions workflows for testing, building, and deploying, with dependency caching and...
Claude · Claude Code · ChatGPT
Resolve complex Git merge conflicts with context-aware strategies, a verification checklist, and config to prevent t...
Claude · ChatGPT · Code Review
Generate a PR review checklist tailored to your stack, covering code quality, security, performance, testing, and mi...
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