Company
Engineering analytics company whose platform measures software team activity such as commits, pull requests and Jira tickets, and tracks AI coding tool usage.
Harvard authors report that coding agents lifted lines of code 30% and PRs 23% at about 700 firms, with no significant change in finished tickets. Commit and PR counts track only the step that sped up.
Reality
A Harvard study of 718 firms found coding agents raised lines of code 30% and pull requests 23% with no detectable rise in resolved Jira work. The review-queue explanation is a dev.to author's inference from the paper's review data.
Reality
Nvidia is reported to be paying $13bn for Hugging Face weeks after $6bn for Poolside, and Stripe took OpenRouter for more than $7bn, so the registry and the router that operators build on now answer to owners selling chips and payments.
Perspective Coverage
8 publishersReality
A dev.to tokenomics primer reports that Uber consumed its full-year AI budget by April and Microsoft canceled internal Claude Code licenses. Underneath both is an agent that re-sends its whole context on every tool call.
Reality
The company's CTO puts agent cost in terminal noise rather than model pricing. The 30 to 80 percent savings are vendor-reported; the 847-to-9 measurement is the part worth keeping.
Reality