Product managers, designers, executives and other staff who change production code through agents, and the checks around it.
8 passages from 8 organizations; 8 checked against the source. The page states no conclusion: these are the organizations' own words.
“ So again, all of these are examples of how our technology team is using it, but even better than that, we've observed a lower barrier for non-specialists in the company to contribute to our systems. … Just call agent chip, get a draft that works that is already tested in staging and then and only then involve an engineer to make sure we get the changes reviewed and deployed properly. So this doesn't change the rigor to which we develop software at Monzo, but this does allow a number of non-specialists to also start contributing more closely to the team.” Felippe Felisola Caso Monzo (conference affiliation, 2026) · Practitioner ,
Context. Felisola Caso is describing how people outside engineering use Monzo's in-house agent, Agent Chip, in Slack.
Talk: A Bank Built Its Own Coding Agent. It Took Off (talk, AI Engineer) , AI Engineer (conference organizer) YouTube channel , October 20, 2026, at 12:07 .
[ Grade B ] Said in the last year Monzo: £1.7 billion revenue, FY2026 (year to 2026-03-31) Passage page
“ A powerful result is that anyone is able to contribute regardless of their technical expertise or role in the company, they don’t need to understand and set up Git or any command line tools to start contributing to our codebases.” Cognition Published by the organization itself (post), no named author
Post: How Cognition Uses Devin to Build Devin , Cognition , February 27, 2026, at Core Experience .
[ Grade B ] Said in the last year Sells AI tools Passage page
“ With River and Remote Dev, a web developer can fix a bug, a designer can iterate on a UI, and a PM can test a feature, all through Slack.” Shopify Published by the organization itself (post), no named author
Post: We gave AI agents a mobile dev environment , Shopify Engineering , October 22, 2026, at Anyone can now contribute to mobile .
[ Grade B ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page
“ Inspect has a million sessions, 75% of our PRs is actually built by Inspect, and 1,000 of those PRs over the last month was submitted by a non-engineer.” Geoff Charles Chief Product Officer (CPO) · Executive ,
Talk: What product looks like when coding is solved | Geoff Charles (Ramp CPO) , Lenny's Podcast (YouTube channel); Geoff Charles's talk at the Lenny and Friends Summit, recorded 2026-09-10 , September 25, 2026, at 08:41 .
[ Grade B ] Said in the last year Ramp: $1.5 billion revenue, annualized revenue (ARR), by early June 2026 Passage page
“ Now with this, we had successfully reached stage five where engineers are delegating complete tasks to agents. … able to produce shippable results without human hand holding. In fact, this wasn't even limited to engineers anymore. Anyone at the company could … or implement a new feature. They didn't even need GitHub.” Angie Jones Led AI enablement and the agent engineering org at Block, as she describes in the talk; now VP of Developer Experience, Agentic AI Foundation · Leader ,
Context. Jones is describing Block's top stage of agent use and who could use it.
Talk: Building an Autonomous Engineering Org , AI Engineer (YouTube) , June 28, 2026, at 16:12 .
[ Grade B ] Said in the last year Block: $24.2 billion revenue, FY2025 Passage page
“ 600+ users including engineers, PMs, and designers, with 335 active and 197 power users. 5,068 merged PRs across 461 repositories and 10 orgs. 3.5x more merged PRs per engineer for Mux users compared to baseline: 39.6 vs 11.4.” Coinbase Published by the organization itself (post), no named author
Post: Coding Had a Concurrency Problem: How Mux Helped Solve It , Coinbase engineering blog (byline: Alessandro Rodi, Adam Wolf) , May 11, 2026, at The Evidence: Mux .
[ Grade B ] Said in the last year Coinbase: $7.2 billion revenue, FY2025 Passage page
“ Designers work, I would say like 50/50 in Figma and code at this point … of them do code. All of them … do push to production.” Eric Zakariasson Engineer, Developer Experience and Product, Cursor · Practitioner ,
Context. Zakariasson is answering an audience question about how product managers, designers and engineers work together at Cursor.
Talk: Building your own software factory , AI Engineer (YouTube) , April 28, 2026, at 1:18:40 .
[ Grade B ] Said in the last year Cursor (Anysphere): $4 billion revenue, annualised, early June 2026 Sells AI tools Passage page
“ I ran a demo session with some of my VPs, and in 24 minutes, I had four VPs land code for the first time in years. It was a pretty amazing experience. They were pretty satisfied by it, too. But our adoption for this technology has been relatively slow. It's been slower than I've expected, and part of it is because we're trying to have developers do something that they're so not used to. They're used to looking at code and generating from scratch, operating in their IDE, and we're telling them to take a risk by operating in a very different way.” Anshu Chadha Director of Engineering, Dev Platform, Uber · Leader ,
Context. Chadha is describing a demo of Uber's agentic tooling to VPs and why developer adoption has been slower than he expected.
Talk: Uber: Leading engineering through an agentic shift - The Pragmatic Summit , The Pragmatic Engineer (YouTube) , March 10, 2026, at 32:45 .
[ Grade B ] Said in the last year Uber: $52 billion revenue, FY2025 Passage page
Monzo
Ramp
Block
Cursor (Anysphere)
Uber