How agents actually work

Explain context windows, tool use, and planning loops in implementation-level terms useful for debugging behavior.

Focus on prediction over theory: what conditions cause drift, stalls, and hallucinated certainty.

#Try this

Take a failed agent run and annotate where context, tool selection, or loop control broke down.