Timeline
- 7.0
How the Claude Code team does code review
Anthropic's Claude Code team published a post describing how it runs code review at scale, reporting roughly 30,000 pull requests per day, with most of the path automated and human attention directed to high-risk changes. Low-risk changes — docs, copy, internal-only features and additive changes behind a flag — require no human approval once automated review and security checks are green. According to the team's own framing, the pipeline is designed to send scarce human review attention only where the risk is, while the reviewer's eval suite grows with every incident and every change to the reviewer is scored against all of it. The ~30k PRs/day figure and the low-risk categories (docs, copy, internal-only features, additive changes behind a flag) come from the team's own blog post rather than independent measurement.
- 7.0
Claude Frontier Academy: $100M to train 10,000 engineers - anthropic.com
Anthropic announced the Claude Frontier Academy, a $100 million commitment to train 10,000 Frontier Deployed Engineers by the end of 2027. The program is described as a residency rather than a course, in which organizations nominate their strongest engineers for hands-on work with Claude. The program ties Anthropic's Claude ecosystem to enterprise engineering teams at scale, with the stated goal of bringing participants to the standard of Anthropic's own deployed engineers. According to the program description, participating organizations nominate engineers who build real Claude projects inside their own organizations; one account describes a multi-day in-person segment followed by a 12-week build period.