Company rollouts and cost: 4 sourced coding agent stories
Companies giving agents to many engineers, and how they handle adoption and spend. Of the 4 stories, 3 were published by a tool vendor and 1 by independent researchers or press. 0 involve an existing codebase and 0 started from scratch. Every number links to where it was published.
- Independent Company rollout
Uber caps AI coding spend at $1,500 per employee per tool after burning its annual AI budget in 4 months
Uber · 2026-06-02
- $1,500 per employee, per tool Monthly cap
- 4 months Time to exhaust annual AI budget
Claude Code, Cursor
- Vendor-published Company rollout
Stripe rolls Claude Code out to 1,370 engineers with a zero-configuration binary
Stripe
- 1,370 Engineers with Claude Code enabled
- 2–3 months Time to produce signed enterprise binary
- 6 Coding assistants enabled at Stripe
Claude Code
- Vendor-published Company rollout
DTCC reports 40% higher developer throughput in an Amazon Q Developer proof of concept
DTCC
- +40% average Developer throughput (POC)
- −30% average Code defects (POC)
- +5% Security scores across repos
Amazon Q Developer
- Vendor-published Company rollout
Palo Alto Networks onboards 2,000 developers to a Sourcegraph Cody + Claude coding assistant in 3 months
Palo Alto Networks
- 2,000 in 3 months Developers onboarded
- 150 developers Pilot group
- Up to +40%, average 20–25% Coding productivity
Sourcegraph Cody