Dako's AI Builder Notes
System
Color theme
Changsha HubOffline
大可 Dako
大可 Dako大可 DakoAI Builder · Agent PractitionerTurning AI into working software. Practical notes on agent engineering, vibe coding, and commercial delivery.
Platform links coming soon
It looks ready until you check it against the sourceThin sourcesIt invents somethingthat sounds internalWrite the object; stopif it is missingDo not fillEdited originalThe comparison is goneSave asideOriginal stays read-onlyUnchecked numbersThe closing linereplaces a recomputeRecompute from detailrowsDiverge, then stopConnect everythingThe inside stays onScope per jobRevoke afterOpen the artifact. Check the source. Skip the closing line.
A false office completion often looks like a file you could turn in.

Where Doubao Work Breaks

Thin sources get invented, overwritten originals kill the comparison, numbers go unchecked, company context becomes full access. None of that depends on button names.

Office-product misses rarely look like errors. They come back as a readable file. So you check against the source, not against tone. Start with debug the process first. The four below are the office-side shapes.doubao-home

After reading, you should be able to answer:

  • What does each of the four misses look like?
  • Why is “readable” not acceptance?
  • How is this different from where Codex breaks?

Four false completions

  1. Thin sources. No minutes, yet it writes “the meeting decided.” Write the object. Stop if it is missing. Do not fill.
  2. The original was edited. Nothing was saved aside, the comparison is gone, rollback is luck. The first job already has to save aside. See the first reversible office job.
  3. Numbers nobody checked. The note reads well and the detail rows disagree. Recompute is acceptance. The closing line is not. See how to verify an answer.
  4. Company context as full access. Once connected, it can see, write, and send everything. Scope per job, read-only first. See company context.

Send, overwrite, or ship internal material out of the company: red lines.

Readable is not done

Office artifacts look ready by default: a title, paragraphs, a chart. That is where false completion grows. Acceptance only counts a comparison: the source is still there, the numbers recompute, the original did not move. Coding work uses green and red commands. When office work has no command, the source material is the command.

Versus Codex

Codex misses are often pushing while broken, and encyclopedia rules. Doubao Work misses are often invented material and edited originals. Fix the handoff first, then switch products. Desktop-workbench misses are in where WorkBuddy breaks.

References

  1. Doubao