Shamsher's AI PM Brief
AI PM Briefs are inspired by my LinkedIn posts. Since it's hard to find posts from three months ago on LinkedIn, I decided to put them here on Substack. This will help me and others quickly learn what AI Product Managers need to know.
- Indexed issues, last 90 days
- 2
- Latest publication
- Jul 27, 2026
- Audience
- Checking…
- Earliest in this view
- Jul 5, 2026
Latest issues
Understanding Voice Agent Sessions: The Building Block of Conversational AI (opens the original)
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Voice AI is becoming a core part of customer support, virtual assistants, and enterprise automation. But behind every natural conversation is a concept that developers should understand: the voice agent session.A voice agent session represents a single conversation between a user and an AI assistant. Understanding how these sessions work makes it much easier to design scalable, reliable, and responsive voice applications.<a class="image-link image2 is-viewable-img" href="https://substackcdn.com/
Why Every AI Agent Needs a Secure Sandbox (opens the original)
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LLMs have made AI agents incredibly capable. Today, an AI agent can write code, execute shell commands, install packages, debug applications, analyze files, and even deploy software.But this creates a critical challenge:Where should the agent execute all of these actions?<a class="image-link image2 is-viewable-img" href="https://substackcdn.com/image/fetch/$s_!NKED!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F33bb7818-5ddb-48a9-b
Publishing over time
Last 90 days. Choose a month to open its work.
Recurring subjects
Named in the text we hold. One piece can cover several.
Audience
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About this data
Counts cover the work we have indexed. Tone needs enough text and a confident classification. Excerpts and episode notes are not full articles or transcripts.
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