How it works

Foe: Fog Wraith, missing facts, outdated docs or thin context.

Fog Wraith

1. Fog Wraith

   The Fog Wraith blocks the way.

   What really happensIt stands for missing facts, outdated docs or thin context.

   Sage: Context 100/100.

2. Haze

   The Fog Wraith breathes haze. Swings start to miss.

   What really happensWithout current docs, the agent guesses at APIs that may have changed.

   Sage takes 8. Sage: Context 92/100. Sage: Haze.

3. Exa

   The Exa lantern is lit from a distant tower.

   What really happensThe agent connects to Exa's hosted server. It works without a key at lower limits; OAuth or an API key raises them.

   Fog Wraith takes 36.

4. Exa

   Its beam sweeps the web for the right pages.

   What really happensweb_search_exa returns results with clean page content ready to read.

   Fog Wraith takes 16.

5. Haze

   The Fog Wraith uses Haze.

   Sage takes 8. Sage: Context 84/100. Sage: Haze.

6. Exa

   The beam pins one page and reads every line.

   What really happensweb_fetch_exa returns the full text of one or more URLs as markdown.

   Fog Wraith takes 39.

7. Exa

   A seeker spirit runs the long search for you.

   What really happensWith auth, agent_run starts an Exa Agent for multi-step research, list building or enrichment with structured output.

   Exa Agent: Context 40/40.

8. Exa

   The summons work the problem, each in its own context.

   What really happensEach subagent does its own model and tool work, apart from the main conversation.

   Fog Wraith takes 9. Fog Wraith falls.

9. Exa

   Exa Agent returns with a short report.

   What really happensOnly the subagent's final summary comes back to the main agent.

   Sage takes 2. Sage: Context 82/100. Sage: Insight. Exa Agent returns.

10. Victory

    The Fog Wraith falls.