TechnologyB2B
PromptDrift — Changelog & Regression Tracker for Production Prompts
Why This is an Opportunity
It's a versioned text store with diffs and a rating system — straightforward to build. Anyone running AI in production has been burned by prompt regression and would pay to prevent it.
Key Pain Points
- •Someone 'improved' a prompt last Thursday and now the chatbot gives weird answers but nobody knows what changed
- •No git-like history for prompts — changes just overwrite the previous version
- •Output quality slowly degrades and you can't pinpoint which prompt edit caused it
- •Rolling back a prompt means digging through Slack to find what it used to say
Original Discovery
When you're running prompts in production (chatbots, content pipelines, AI features), small edits can silently break output quality. PromptDrift tracks every change to your production prompts with timestamps, diffs, and a simple 'output quality' rating field. When something goes wrong, you can see exactly what changed and roll back.
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