Ship reliable LLM workflows
Prompt versioning, evaluation harnesses, and production rollout tools for teams building with LLMs. Treat your prompts like code.
Teams ship prompt improvements in hours instead of days with structured versioning.
Catch regressions before production with comprehensive test harnesses.
Optimize token usage through systematic measurement and comparison.
How it works
A structured workflow for prompt engineering at scale
Design
Write prompts in the registry with version tags, schemas, and metadata. Fork and branch like code.
Evaluate
Run your prompt against golden test sets. Define rubrics, track scores, compare versions side-by-side.
Deploy
Promote validated prompts to production with confidence. Rollback instantly if needed.
Monitor
Track live performance, costs, and latency. Get alerts when metrics degrade.
Built for teams
Everyone on your team gets what they need, without bottlenecks
Needs: Test prompt changes without engineer bottlenecks. See quality metrics in plain language.
Gets: Self-service prompt editor with eval results dashboard.
Needs: Reproducible tests, version control, and CI integration for LLM workflows.
Gets: Git-like prompt versioning, SDK, and GitHub Actions templates.
Needs: Understand which prompt version customers are hitting and why responses vary.
Gets: Trace viewer linking live runs to prompt versions and model configs.
Needs: A/B test prompt variants and measure conversion impact.
Gets: Traffic splitting and statistical comparison of conversion metrics.
Token-backed sustainability
PromptOps uses a Solana token for protocol fees and treasury funding. This is not a meme or speculation play - it's transparent infrastructure funding. Protocol fees flow to an on-chain treasury that pays for development, audits, and infrastructure.
Learn about the token