Audit the system

Do not ask, "am I using AI enough?"

Ask whether your work system reliably turns intent into quality outcomes without surrendering judgment.

That is the real audit for the individual operator. The point is not enthusiasm for agents. The point is dependable leverage.

Scorecard

Rate each item from 1 to 5.

1 = ad hoc, mostly in my head. 3 = defined but inconsistent. 5 = reliable, visible, and improved through use.

| Capability | Score | Evidence |

|---|---:|---|

| I define good work before output begins. | | |

| I package source context instead of relying on vague prompts. | | |

| I distinguish free, review-required, and forbidden actions. | | |

| I maintain a visible queue for parallel work. | | |

| I review for truth, fit, risk, tradeoffs, and taste before polish. | | |

| I have examples or rubrics that make taste inspectable. | | |

| I update memory, trackers, or source notes after meaningful work. | | |

| I can name my recurring agent-management failure modes. | | |

| I know which decisions remain human-owned. | | |

| My second run of a recurring workflow is better than the first. | | |

The evidence column matters. If you cannot point to an artifact, the score is probably aspirational.

Interpretation

Patterns matter more than any single score.

  • Low specification means you need better briefs and acceptance tests.
  • Low context means you need source packs and staleness notes.
  • Low boundaries means you need accountability maps before increasing autonomy.
  • Low queue visibility means parallel work is probably creating hidden integration debt.
  • Low review means output quality depends on luck, mood, or deadline pressure.
  • Low taste means agents may be normalizing generic work.
  • Low memory means the system is not compounding.

Pick the weakest link and redesign one loop around it.

The 30-minute audit

Use this practical pass:

  1. Choose one recurring workstream.
  2. Draw the operating map: input, source, brief, worker, output, review, decision, memory.
  3. Mark the weakest link.
  4. Add one artifact: brief template, context pack, portfolio board, review protocol, boundary map, or memory rule.
  5. Run the next cycle with the artifact.
  6. Afterward, write down what broke.

The goal is not to perfect the system. The goal is to make leverage inspectable.

Final thesis

The future super IC is not the busiest person or the most enthusiastic prompt user. It is the person who can operate a system of human judgment and machine execution without losing the plot.

Agents change how much work can move at once. They do not remove the need for standards, context, review, courage, or accountability.

That is the individual operator's job.