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How I AI · Monday, August 31, 2026

PM's AI Co-worker Understands Context, Adapts Sensitive Data for Demos

Daniel Blum shared a unique application of his AI system: using Claude to anonymize sensitive project details for a presentation. The AI's deep understanding of his personal context allowed it to replace specific names and initiatives with generic terms in a single prompt, demonstrating a high level of contextual awareness.

personDaniel Blum

The tape

3 quotes
And I felt how well it knows me, just when prepping for this, uh, for this episode when I knew that because this is my real environment, I couldn't show, you know, names and projects and sensitive stuff.
Daniel Blum
So, basically, I just created this skill on Claude called demo, and I just told it, replace all the terminology and like specifics with generic terms.
Daniel Blum
And then because it knows me so well, basically in one prompt, I was able to replace my manager's name with your manager and my top initiative, you can see here with headline feature.
Daniel Blum
Heard on How I AI — “How I turned Claude into a self-improving PM assistant | Daniel Blum (PM, Melio), published Monday, August 31, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.05
PM's AI Co-worker Understands Context, Adapts Sensitive Data for Demos — Heardvine