{"schema_version":"newruntime-agent-readable-v0.2","type":"post","stable_id":"post:digibee-opik-prompt-versioning-loop","slug":"digibee-opik-prompt-versioning-loop","title":"Prompt Versioning Is Becoming Agent Operations","description":"The Digibee and Opik case shows prompt management moving into the same traceable release loop as code, evals, and production incidents.","retrieval_nugget":"The Digibee and Opik case shows prompt management moving into the same traceable release loop as code, evals, and production incidents. The Digibee and Opik case is a small but important signal: prompts are no longer just text snippets inside an application. They are becoming operational artifacts with versions, run history, and rollback expectations. That changes the engineering model.","status":"published","published_at":"2026-08-03","updated_at":"2026-08-03","record_date":"2026-08-03","date_kind":"published_at","topics":["prompt-versioning","llmops","agent-observability","evals"],"source_urls":["https://www.comet.com/site/blog/digibee-opik-user-story"],"visuals":[{"id":"digibee-opik-prompt-versioning-loop","kind":"editorial-diagram","role":"hero","src":"https://newruntime.com/images/posts/digibee-opik-prompt-versioning-loop.webp","alt":"Whiteboard diagram showing prompt changes versioned, traced in production, evaluated, and rolled back when needed.","caption":"New Runtime synthesis: prompt changes need release semantics because they change agent behavior as directly as code.","credit":"New Runtime synthesis","source_url":"https://www.comet.com/site/blog/digibee-opik-user-story","generated_with":"gemini-3.1-flash-image","width":1600,"height":900,"legend":[]}],"routes":{"html":"https://newruntime.com/posts/digibee-opik-prompt-versioning-loop/","markdown":"https://newruntime.com/posts/digibee-opik-prompt-versioning-loop.md","json":"https://newruntime.com/posts/digibee-opik-prompt-versioning-loop.json"},"source_format":"markdown","next_reads":[{"type":"topic","path":"/topics/agent-observability/","reason":"Explore the agent observability topic hub.","url":"https://newruntime.com/topics/agent-observability/","title":"Agent Observability - New Runtime","media_type":"text/html"},{"type":"topic","path":"/topics/evals/","reason":"Explore the evals topic hub.","url":"https://newruntime.com/topics/evals/","title":"Agent evals - New Runtime","media_type":"text/html"},{"type":"related_material","path":"/posts/opik-agent-diagnostics-trace-layer/","reason":"Shares agent observability and llmops.","url":"https://newruntime.com/posts/opik-agent-diagnostics-trace-layer/","title":"Opik Turns Agent Traces Into a Debugging Surface","media_type":"text/html"},{"type":"related_material","path":"/posts/google-agent-evaluations-offline-online/","reason":"Shares agent observability and evals.","url":"https://newruntime.com/posts/google-agent-evaluations-offline-online/","title":"Google Runs The Same Agent Metrics Before And After Launch","media_type":"text/html"},{"type":"related_material","path":"/posts/agentic-sdlc-software-factory-loop/","reason":"Shares evals.","url":"https://newruntime.com/posts/agentic-sdlc-software-factory-loop/","title":"A Software Factory Connects Agents Through Verified Outcomes","media_type":"text/html"}]}