Learn how non-developers can use OpenAI Codex for research, dashboards, briefs, reports, and lightweight internal apps while keeping human review in place.
Learn when Claude Code dynamic workflows are useful for large repos, including migrations, bug hunts, audits, and when the added cost is not justified.
Learn how Claude token counting estimates input tokens before API requests, when to use it, what it supports, and why counts should be treated as estimates.
