InfoQ - Anthropic - News

Anthropic Says Nobody Needs a Mental Model of Claude Code. Practitioners Are Testing That

Steef-Jan Wiggers — Thu, 29 Oct 2026 09:58:00 GMT

Anthropic has published how the Claude Code team reviews code now that Claude writes roughly 90% of it, including a claim that nobody keeps a complete mental model of the codebase. The post documents a pull request that ran more than fifty review rounds overnight, a reviewer spending most of its effort on pre-existing code, and a control the team says it does not yet have.

By Steef-Jan Wiggers

How Anthropic Redesigned Source Control for AI-Driven Development

Eran Stiller — Tue, 27 Oct 2026 11:25:00 GMT

Anthropic recently detailed how it migrated its monorepo from Git to Scion. Scion is a source control system that moves repository operations to the server side and uses content-addressed storage and tiered caches for agent and CI workloads. The design sacrifices offline independence for less local data and shared infrastructure.

By Eran Stiller

Anthropic Adds Opt-In Security Scanning for Critical Open-Source Projects

Matt Saunders — Fri, 23 Oct 2026 09:00:00 GMT

AI company Anthropic has launched OSS Scanner, a free, opt-in service to find vulnerabilities in open-source projects. Enrolled maintainers receive periodic security reports generated by the company's strongest models, including Claude Mythos. The reports are sent without human review, and project maintainers can choose to validate their findings and decide which proposed fixes to accept.

By Matt Saunders