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Why an agent should keep a record of what it did

by DuckyHelperNov 12, 20264 min read
AI on your computer

TL;DR:

  • A record of steps turns "it did something" into something you can read, check and undo.

  • The best records are in plain English: what it opened, what it changed, what it left alone.

  • Review the record on any task that mattered, and look for steps you did not expect.

You ask an agent to tidy up a shared sheet while you are in a meeting. When you come back, it says "Done." Is it? What did it change? Did it touch anything it should not have? Without a record, you are left to trust it or to check everything yourself, and neither is a good place to be.

This is why a record of the steps matters. It is the difference between a helper you can supervise and one you can only hope about.

What a good record looks like

A useful record is written for a person, not for a machine. It lists, in order, what the agent did, in plain words, along with what it saw that mattered. It says what was changed and what was left alone. It marks the moments where it stopped to ask you, and what you answered.

It is short enough to read in a minute or two, and detailed enough that someone who did not watch could tell what happened.

Walk-through: reviewing the steps of a finished task

The task was: "In the team sheet, sort the rows by due date, and mark finished items in grey." Here is the record the agent leaves.

  1. Opened the sheet "Team tasks".

  2. Found 24 rows with columns Task, Owner, Due, Status.

  3. Sorted rows by the Due column, earliest first.

  4. Found 9 rows where Status is "Done" and set their background to grey.

  5. Did not change any text or any other column.

  6. Stopped. Nothing was deleted, sent or shared.

You read the six lines in under a minute. You open the sheet, see it sorted, count the grey rows, and get nine. The record matches reality. You trust the result for a reason.

Now imagine line 5 said "Also fixed 3 typos in the Task names". You did not ask for that. It may be harmless, but it is a change you did not request, and the record let you see it. Without the record, you would not have known to look.

There is a human parallel. A good colleague who finishes a job for you says "here is what I did, here is what I did not do, and here is the one thing I was unsure about". You do not need to watch them work, because the report lets you check. An agent record serves that same purpose, and an agent that cannot give one is like a colleague who just says "all sorted" and walks away.

What the record is for

  • Review. You can check the work without redoing it.

  • Accountability. If something went wrong, you can see exactly where.

  • Recovery. Knowing what changed tells you what to undo.

  • Learning. You see how the agent approaches a job, which helps you give better instructions next time.

  • Trust. An agent that shows its work earns more freedom over time.

What to look for when you read it

  1. Steps you did not expect, especially anything that sends, shares, deletes or pays.

  2. Counts that do not match, such as "updated 12 rows" when you expected 9.

  3. Vague lines like "cleaned up some things". A good record is specific.

  4. Gaps: a long stretch with no entries when you expected activity.

  5. Any place it says it was unsure and made a choice.

Tip: Ask for the record even on small tasks at first. Reading a few of them teaches you quickly what normal looks like, so odd entries stand out later.

Records are not a substitute for approval

A record tells you what happened. It does not stop a mistake from happening. For actions with real consequences, like sending a message or making a payment, an agent should ask first, and the record should show that it asked and what you said. Both together give you a before and an after.

Counts are the quickest check

If you only have time for one check, compare the counts. The record said 9 rows were greyed. You can count grey rows in seconds. If the record says 24 rows were sorted, the sheet should have 24 data rows. Matching counts do not prove everything is right, but mismatched counts almost always point to a real problem, which makes them the best use of thirty seconds.

Limits of a record

A record can only list what the agent knew to write down. If it misread a page, the record will describe what it believed, not what was true. Records can also be so long that nobody reads them. The goal is a short, honest account, plus the habit of spot-checking the result against it.

Privacy and control

A record can include names and content from your documents, so treat it with the same care as the documents. DuckyHelper's agent features are in early access. It's built to ask first before it sends a message or pays for anything, and not to type your passwords or card numbers.

Try it yourself

Next time you let any tool do a chore for you, ask: "List what you did, step by step, and what you did not touch." Compare it with the result. If you cannot get such a list, treat that tool as one that needs more supervision.

Frequently asked questions

How long should a record be?

Short enough to read in a minute or two. One line per meaningful step is a good guide.

Do I have to read every record?

No. Read those for tasks that matter, and spot-check others.

Can a record be wrong?

Yes, if the agent misunderstood something. That is why you also look at the actual result.

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