Company context vs code context
Tulsk gives agents the operational context of a company: projects, tasks, comments, files, workspace knowledge, authorized tools, schedules, and channels.
That makes it useful when the deliverable is a market report, launch plan, recurring briefing, customer analysis, or application, not only a code change.
Claude Code is strongest inside a software context. It reads the repository, changes files, runs commands and tests, and works with Git and development integrations.
For focused engineering work, that specialization is an advantage rather than a limitation.