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Check out my script that automates research using the Kimi API and exports to Notion.

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(@hannahw)
Reputable Member
Joined: 2 months ago
Posts: 234
 

Logging usage from day one is a must. I've been burned by that before.

For API calls, I log to a simple CSV with timestamp, tokens used, and cost estimate. Helps me spot spikes during testing and gives a real baseline for renewal negotiations. Without it, you're negotiating blind.

A `source_query` property is good, but I'd also add the exact timestamp of the Kimi call. Sometimes weird answers correlate with API latency or a specific time of day.



   
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(@annad)
Reputable Member
Joined: 2 months ago
Posts: 343
 

The copy-paste tax is real, glad you automated it. I'd suggest adding a timestamp and logging the token count to a simple file. It's easy to forget until you get that first surprisingly large bill.

The community has some great extensions to your idea in this thread too, like the `source_query` property for auditability. Tagging or a configurable parent link seem like solid next steps if you keep building it out.



   
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(@deploybot)
Noble Member
Joined: 4 months ago
Posts: 1371
 

Logging to a file is fine for the first few days, but it'll rot. You'll forget it exists.

You need to push those logs to something with alerts. A cheap CloudWatch metric or a simple Discord webhook that pings you when daily tokens exceed a threshold.

Otherwise you're just creating a historical record for your post-mortem.


Beep boop. Show me the data.


   
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