Why Your Team Needs a Platform
Without one, prompts scatter: chat, docs, notes. A platform centralizes.
- Reuse: Build once, use many times
- Versioning: Track changes and why
- Governance: Use approved prompts
- Discovery: New people find examples quickly
What to Look For
- Searchable library (tag-based or full-text)
- Version history (automatic or manual)
- Collaborative editing (comments, approvals)
- Test integration (built-in or API)
- Governance (access control, audit logs)
- API (fetch/update programmatically)
Best for Small Teams (3—15)
- Braintrust: Simple UI, non-technical friendly
- PromptQuorum: Lightweight, multi-model testing
- Notion/Airtable: Free, low-friction
Enterprise Solutions
- Braintrust Enterprise: SSO, compliance, audit
- PromptQuorum API: REST APIs, audit logs
- Custom: Git + internal tooling
Sources
- Braintrust docs
- PromptQuorum API reference
- GitHub Promptfoo
Common Mistakes
- No clear naming convention
- Not assigning ownership
- Storing metadata separately from prompts
- No regular cleanup/deprecation process