Key Info

Ahmad Awaju says his personal assistant agent built on the Command Code harness has become powerful enough that most of his team now sees its impact, driven by a recursive self-improvement loop where he removes roadblocks while the agent handles its own construction.

Highlights

  • The agent handles emails, follow-ups, dashboards, and meetings, rebuilding context and workflows autonomously
  • The author frames his role as a human: removing the agent's roadblocks rather than building it directly
  • The agent learns the author's preferences and "stays out of his way"
  • The author evaluates the agent by counting daily "aha moments," which lately occur almost hourly