AKAMAN Trade-offs and Limitations

AKAMAN is deliberately honest about its boundaries. It knows only what is installed locally, and answer quality depends on the host’s man pages and package documentation. That produces useful properties:

• local — answers come from the machine the agent runs on,
• version-relevant — the reference matches the installed software,
• authoritative — the installed system remains the source of truth, and
• no remote dependency — no external documentation service is required.

It also creates boundaries:

• documentation that is not installed locally cannot be returned,
• poor or incomplete local documentation produces poor or incomplete reference material,
• AKAMAN returns reference fragments, not tutorials or natural-language explanations,
• it is not intended to answer broad conceptual questions, and
• cross-version comparisons may require another source or tool.

That limitation is part of the design. AKAMAN solves a narrow problem — getting the exact syntax an agent needs — unusually well, and it declines to pretend to be a general documentation search engine.