How Amplitude 3×ed PRs by investing in DevX and unleashing review with CXO.
review_gate.trace3× shipped pull requests
The problem
AI-generated code flooded a delivery pipeline still constrained by manual validation and review, slow local setup, and CI runs approaching 30 minutes.
CXO.dev
Push leadership to invest in DevX and platform foundations while advising senior engineers on verification loops, PR review practices, and organizational change.
“This is incredibly helpful.”
3× more PRs shipped · 5.2 hours to 44 minutes per PR · 55% fewer bug reports
How Chime refocused its software factory on every incoming bug with CXO.
archimedes.queueCustomer bugs → agent workflows
The problem
Most pull requests were already AI-assisted, but shipping still waited on planning. Archimedes, Chime’s internal software factory, was pointed at greenfield projects without meaningfully changing company-wide velocity.
CXO.dev
Triage every incoming bug and customer complaint with AI, forcing platform teams to prove their agent against real customer problems.
“We started talking with you, which validated some things and changed our perspective on things we hadn’t been considering. The mental model we had was okay, but there was another level or two beyond that.”
Full story coming soon
Platform + people + agent-ready repos
How Intus Care set its AI bar higher with CXO.
team_readiness.mdPlatform + people + agent-ready repos
The problem
Everyone was already using AI tools, but the work stayed a side project on top of the real roadmap.
CXO.dev
Put top performers on platform investments that accelerate the entire team, train engineering, product, and design together, and make the repository agent-ready.
“That was a helpful push that we probably wouldn’t have done.”
Let's go.
If you're stuck, we want to help. Tell us what's working (and what's not) and we'll get you where you need to be.
Full story coming soon
