# Claude Code

Al Grigor uses Claude Code as an orchestrator across four roles—product manager, software engineer, QA tester, and on-call engineer. Each task must move from backlog through acceptance before commit, avoiding the trap of one agent writing code and approving its own work.

After analyzing Claude Code Pro usage reports, Lydia Hallie shared the four most effective ways to save tokens: use Sonnet by default, turn off extended thinking when you don't need it, don't resume idle sessions, and manually cap the context window.

Anthropic's Lydia Hallie publicly acknowledged that Claude Code users are hitting usage limits way faster than expected. The team is investigating, with updates to come.

Claude Code launches cloud auto-fix: Web/Mobile sessions can automatically follow your PRs, fix CI failures, and address review comments to keep your PR green. It all runs remotely — just walk away and come back to a ready-to-go PR.

Claude Code now supports scheduled cloud tasks. Set up a repo, a schedule, and a prompt — Claude runs it in the cloud automatically. Your laptop can finally go to sleep.