{"schema_version":"newruntime-agent-readable-v0.2","type":"post","stable_id":"post:uber-agentic-adoption-claims","slug":"uber-agentic-adoption-claims","title":"Uber's Agentic Adoption Claims Need Two Kinds of Evidence","description":"An Uber employee reports 99% AI-tool adoption and agent attribution for over 70% of pull requests, while official engineering evidence confirms broad AI review at production scale.","retrieval_nugget":"An Uber employee reports 99% AI-tool adoption and agent attribution for over 70% of pull requests, while official engineering evidence confirms broad AI review at production scale. An Uber employee reports that 99% of the company's engineers use AI tools, more than 70% of pull requests are attributed to local or cloud agents, and engineers have created more than 2,500.","status":"published","published_at":"2026-07-24","updated_at":"2026-07-24","record_date":"2026-07-24","date_kind":"published_at","topics":["uber","ai-adoption","coding-agents"],"source_urls":["https://x.com/praveenTweets/status/2074605343439810922","https://www.linkedin.com/posts/pneppalli_agentic-ai-adoption-is-on-fire-at-uber-and-activity-7480367291851833344-6Lhm","https://www.uber.com/blog/ureview/","https://eng.uber.com/"],"visuals":[{"id":"uber-evidence-quality-loop","kind":"editorial-diagram","role":"hero","src":"https://newruntime.com/images/posts/uber-evidence-quality-loop.webp","alt":"Employee-reported adoption claims remain separate from official Uber Engineering evidence and a multi-stage uReview quality and feedback pipeline.","caption":"Adoption claims and production-system evidence answer different questions; useful reporting keeps their provenance and definitions separate.","credit":"New Runtime synthesis from employee-reported claims and Uber Engineering's uReview report","source_url":"https://www.uber.com/blog/ureview/","generated_with":"gemini-3.1-flash-image","width":1600,"height":900,"legend":[{"label":"Reported usage","description":"An employee post reports that 99% of Uber engineers use AI tools."},{"label":"Reported attribution","description":"The same post reports that more than 70% of pull requests are attributed to local or cloud agents."},{"label":"Reported skills","description":"The employee source reports that engineers created more than 2,500 agent skills."},{"label":"Official review coverage","description":"Uber Engineering says uReview analyzes over 90% of roughly 65,000 weekly diffs."},{"label":"Official feedback","description":"Uber reports 75% of interacted-with comments marked useful and over 65% of posted comments addressed."},{"label":"Measurement contract","description":"Definitions, time windows, attribution rules, quality effects, and review load must accompany adoption percentages."}]}],"routes":{"html":"https://newruntime.com/posts/uber-agentic-adoption-claims/","markdown":"https://newruntime.com/posts/uber-agentic-adoption-claims.md","json":"https://newruntime.com/posts/uber-agentic-adoption-claims.json"},"source_format":"markdown","next_reads":[{"type":"topic","path":"/topics/ai-adoption/","reason":"Explore the ai adoption topic hub.","url":"https://newruntime.com/topics/ai-adoption/","title":"AI Adoption - New Runtime","media_type":"text/html"},{"type":"topic","path":"/topics/coding-agents/","reason":"Explore the coding agents topic hub.","url":"https://newruntime.com/topics/coding-agents/","title":"Coding agents - New Runtime","media_type":"text/html"},{"type":"related_material","path":"/posts/agentic-sdlc-software-factory-loop/","reason":"Shares coding agents.","url":"https://newruntime.com/posts/agentic-sdlc-software-factory-loop/","title":"A Software Factory Connects Agents Through Verified Outcomes","media_type":"text/html"},{"type":"related_material","path":"/posts/amazon-quick-agentic-catalog-context-boundary/","reason":"Shares ai adoption.","url":"https://newruntime.com/posts/amazon-quick-agentic-catalog-context-boundary/","title":"Amazon Quick Makes Catalog Semantics The Agent Boundary","media_type":"text/html"},{"type":"related_material","path":"/posts/bcg-agentic-field-service-operating-loop/","reason":"Shares ai adoption.","url":"https://newruntime.com/posts/bcg-agentic-field-service-operating-loop/","title":"Field Service Agents Need An Operating Loop, Not A Chat Window","media_type":"text/html"}]}