Who Owns The Next Move
A deleted Apex test class and lessons from monkey management changed how I hand work to agents and decide when they should ask.
Divings by Sangam
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Letters from Divings
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Letters on Salesforce, AI, and the practice of building with intention. Short introductions in your inbox. Full pieces here.
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06 letters
The Model Scores, My Code Decides
Three Salesforce demos with Jev exposed the difference between a model’s score and the decisions my code still has to own.
I Talked. ChatGPT Did the Salesforce Work.
I used ChatGPT voice mode to inspect Salesforce flows, compare metadata with documentation, and steer the work through conversation.
Vibe Coding is Real Now
Testing Salesforce’s Claude plugin against a missing field, real org metadata, and user-mode permissions changed what I expected from AI coding.
The Hour I Had ⏳
I exhausted an agentic Salesforce trial in under an hour—and lost the chance to measure the tool before deciding what it was worth.
The Context Was Always the Problem
Salesforce can give an agent the org context it needs. Deciding when to stop, what to verify, and whether to write code is still a method I have to own.