Airbnb Mandate: unclear | Travel / marketplace 5k-50k employees | - Airbnb compared the migration's duration with an estimate of how long it would take by hand, and tracked the share of files migrated per run. (Airbnb Tech, 2025-03)
- Brian Chesky said on the Q1 2026 call that nearly 60% of the code Airbnb engineers produce is now written by AI, which he estimated at about twice the industry average. (TechCrunch, 2026-05-08; Motley Fool, 2026-05-07)
- Airbnb migrated nearly 3.5K test files from Enzyme to React Testing Library in 6 weeks. It had estimated the work at 1.5 years by hand. The first bulk run migrated 75% of files in four hours, and the pipeline reached 97% before the rest were finished manually. (Airbnb Tech, 2025-03; InfoQ, 2025-03-28)
- Chesky said teams are shipping more features and iterating more quickly as a result. (Motley Fool, 2026-05-07)
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Alibaba Mandate: unclear | Big tech (China) 50k+ employees | |
AMD Mandate: unclear | Semiconductors / AI 5k-50k employees | |
Anthropic Mandate: unclear | AI lab Under 5k employees | - Anthropic surveyed 132 engineers and researchers, interviewed 53, and analyzed 200,000 internal Claude Code transcripts (August 2025). (Anthropic, 2025-12-02)
- As of May 2026, more than 80% of code merged into Anthropic's codebase was attributed to Claude, up from low single digits before February 2025. Leadership estimates 90%+ including scripts. (Anthropic Institute, 2026-06-04)
- The typical engineer merged about 8x as much code per day in Q2 2026 as in 2024. Anthropic says lines of code overstate the true gain. (Anthropic Institute, 2026-06-04)
- Respondents self-reported using Claude in 59% of their work, for a +50% productivity gain. Anthropic saw a 67% increase in merged PRs per engineer per day after adopting Claude Code. (Anthropic, 2025-12-02)
- Claude Code went from about 9.8 consecutive tool calls per transcript to 21.2, and human turns fell from 6.2 to 4.1. (Anthropic, 2025-12-02)
- Employees raised concerns about skill atrophy and reduced mentorship. (Anthropic, 2025-12-02)
- Head of platform engineering Katelyn Lesse said in October 2026 that Claude writes 'literally all' of her team's code, while people still design systems and verifications. (Business Insider, 2026-10-22)
- Superseded (2025 survey): staff now say Claude-written code went from worse than human code in late 2025 to roughly at parity by mid-2026. (Anthropic Institute, 2026-06-04)
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Baidu Mandate: unclear | Big tech (China) 5k-50k employees | - By the end of 2025, AI-generated code exceeded human-written code inside Baidu, and AI coding supports more than 99% of engineers' daily work, Guancha reported, citing an unnamed source. (Guancha, 2026-09-08)
- CEO Robin Li said Baidu's Miaoda app builder generates about 90% of its own code. (TechNode, 2026-05-14)
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Block Mandate: unclear | Fintech / payments 5k-50k employees | - Block tracks AI's contribution through PR labels and Co-authored-by attribution, and measures time savings and automated PRs. (Block Engineering, 2026-01-18)
- Block reports that about 95% of engineers regularly use AI. Within three months of the Champions program, AI-authored code rose 69%, time savings rose 37%, and automated PRs grew 21x. (Block Engineering, 2026-01-18)
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ByteDance Mandate: unclear | Big tech (China) 50k+ employees | - Over the past year, AI's code contribution rate grew more than 6x, AI-coding token use 5x, and the AI-code merge rate more than 2x. (163.com (IT Times), 2026-06-24)
- TRAE is used by 92% of ByteDance engineers. (Longbridge, 2025-12-18)
- The TRAE team had more than 90% of its code written by AI over six months, but per-person throughput rose only 1.6x, which ByteDance cites as evidence that code share is a misleading metric. (163.com (IT Times), 2026-06-24)
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Cisco Mandate: unclear | Networking / security 50k+ employees | |
Coinbase Mandate: yes | Crypto / fintech Under 5k employees | - Superseded (August 2025): Armstrong said about a third of Coinbase's code was AI-written, with a goal of 50% by the end of the quarter. (Fortune, 2025-08-25; CIO, 2025-09-03)
- In July 2026 Coinbase's Rob Witoff said 95-100% of code is written by or with LLMs, up from about 40% in February, and that effectively every employee uses AI daily. Most engineers run 5-10 agents. (Cointelegraph, 2026-07-14)
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Dropbox Mandate: unclear | SaaS / cloud storage Under 5k employees | - Dropbox evaluates AI tools on developer velocity and developer-experience sentiment, and tracks and shares adoption metrics. (Dropbox.tech, 2025-08-19)
- Dropbox uses a four-stage model (Fuel, Adoption, Output, Impact) and tracks review turnaround, first-run test pass rate, defect ratio and rework rate. (Dropbox.tech, 2026-05-28)
- More than 90% of Dropbox engineering uses AI tools. Copilot adoption sat in the low double digits from late 2023 through 2024, until leadership alignment and a change-management plan. (Dropbox.tech, 2025-08-19)
- Nova accounts for roughly 1 in 12 pull requests at Dropbox (May 2026). It handles flaky-test fixes validated with 100+ CI runs, migrations and dependency upgrades. (Dropbox.tech, 2026-05-21; Dropbox.tech, 2026-05-28)
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Google (Alphabet) Mandate: unclear | Big tech 50k+ employees | - Superseded (October 2024): Pichai said more than a quarter of all new code at Google is AI-generated, then reviewed and accepted by engineers. (Google, 2024-10-29)
- Pichai said in April 2026 that 75% of all new code at Google is AI-generated and approved by engineers, up from 50% the previous fall. (Google, 2026-04-22)
- Pichai said a complex code migration done by agents and engineers together finished six times faster than a comparable one a year earlier, and that engineers are moving to agentic workflows. (Google, 2026-04-22)
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IBM Mandate: unclear | Big tech 50k+ employees | - IBM Bob is used by more than 80,000 IBM employees, who self-report an average 45% productivity gain. (IBM Newsroom, 2026-04-28)
- CEO Arvind Krishna: 'We use agents and coding agents now for probably half the code that is written inside our place. And it is superior to what was written before.' (All-In podcast transcript, 2026-10-21)
- The Instana team reports a 70% gain (about 10 hours a week per developer), and the Maximo team 69%. (IBM Newsroom, 2026-04-28)
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Mercado Libre Mandate: unclear | E-commerce / fintech (LatAm) 50k+ employees | - The case study reports time spent writing code and the number of developers using Copilot. (GitHub customer story, 2023-05-23)
- On the Q2 2026 call management said 20,000 developers use AI and that 'human written code is the exception'; the majority of code is now written by AI. (Motley Fool, 2026-08-12)
- Superseded (2023): GitHub reported 9,000+ Mercado Libre developers using Copilot, with about a 50% reduction in time spent writing code. (GitHub customer story, 2023-05-23)
- Management said product development costs fell from 8.4% to 7.2% of revenue, and pointed to AI productivity as a factor. (Motley Fool, 2026-08-12)
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Microsoft Mandate: yes | Big tech 50k+ employees | - Satya Nadella said in April 2025 that 20% to 30% of the code in some Microsoft repos and projects is written by software (AI). (CNBC, 2025-04-29)
- The Verge noted Microsoft said in 2025 that 91% of its engineering teams used GitHub Copilot. No updated 2026 share-of-code figure was found. (The Verge, 2026-05-14)
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OpenAI Mandate: unclear | AI lab 5k-50k employees | - Codex accounts for 99.8% of weekly output tokens inside OpenAI; the average engineer now generates 99% of output tokens with Codex, and engineering usage is 27x its November 2025 level. (OpenAI, 2026-06-25)
- Codex writes nearly 80% of OpenAI's code, according to its India strategy head. (Outlook Business, 2026-05-15)
- Codex writes more than 90% of the Codex app's own code; engineers typically run 4-8 agents in parallel. (The Pragmatic Engineer, 2026-02-17)
- The heaviest (99th-percentile) users run more than 60 hours of agent turns per day across parallel agents. (OpenAI, 2026-06-25)
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Robinhood Mandate: unclear | Fintech / brokerage Under 5k employees | - Superseded (July 2025): CEO Vlad Tenev said close to 100% of engineers use AI code editors and about half of new code is AI-generated, a measurement he called imprecise. (Business Insider, 2025-07-17)
- On the Q1 2026 call Robinhood said more than 90% of employees use AI tools and that it tracks commits per engineer deployed to production. (Motley Fool, 2026-04-28)
- Commits per engineer hit a new high in Q1 2026, up 50% since the start of 2025, which management attributed to AI tools. (Motley Fool, 2026-04-28)
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Shopify Mandate: yes | E-commerce 5k-50k employees | - Shopify said in October 2025 that it had hit universal adoption of AI code editors and was running thousands of Cursor licenses. (Shopify, 2025-10-28)
- President Harley Finkelstein said on the Q1 2026 call that AI writes 'well over 50%' of Shopify's code and that the share is rising. (Motley Fool, 2026-05-05)
- Shopify tracks code reversion rate, which it says has stayed roughly flat as AI use grew, and alerts on anyone spending more than $250 a day in tokens through its LLM proxy. (BVP Atlas, 2026-04-02)
- In a 30-day window, River ran 59,918 sessions in 5,170 Slack channels and co-authored 3,536 merged pull requests (about one in eight merged PRs). (Shopify Engineering, 2026-05-28)
- Shopify reports that its internal 'Quick' prototype-hosting sandbox has passed 5,000 sites since launching in mid-2025. (Shopify, 2025-10-28)
- Every team has unlimited access to top AI models. (Shopify, 2025-10-28)
- Engineering leadership estimates about a 20% productivity gain from AI tools. (BVP Atlas, 2026-04-02)
- Shopify gave agents per-session remote dev environments, so agents run in parallel and overnight workflows fix bugs and open PRs. (Shopify Engineering, 2026-10-22)
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Tencent Mandate: unclear | Big tech (China) 50k+ employees | |
Uber Mandate: unclear | Mobility / marketplace 5k-50k employees | - Uber measures the usefulness rate (developer ratings), the share of comments addressed in the same changeset, and estimated review hours saved. (Uber Engineering, 2025-08-12)
- CTO Praveen Neppalli Naga said in March 2026 that 95% of engineers use AI monthly, and that Uber's internal agent writes about 1,800 code changes a week entirely, up from under 1% to 8% of all changes. (Business Insider, 2026-03-18)
- CEO Dara Khosrowshahi said in May 2026 that roughly 10% of code changes come from autonomous agents. (Business Insider, 2026-05-06)
- uReview analyzes over 90% of Uber's ~65,000 weekly diffs. Engineers mark 75% of its comments useful, and 65%+ are addressed, versus 51% for human comments. (Uber Engineering, 2025-08-12)
- Uber estimates uReview saves about 1,500 hours each week, nearly 39 developer-years a year. (Uber Engineering, 2025-08-12)
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Workday Mandate: unclear | Enterprise SaaS 5k-50k employees | - 'More than 75% of our software engineers are using AI coding assistance and more than 50% of the committed code is AI generated.' (Motley Fool, 2026-05-21)
- Engineering output grew 22% over six months, measured by the number of code updates. (Motley Fool, 2026-05-21)
- Workday says some key API development became about 30x faster. (Motley Fool, 2026-05-21)
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