# How to Build Your Own AI Memory With Claude or Codex

Page: https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542/how-to-build-your-own-ai-memory-with-claude-or-codex
Text version: https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542/how-to-build-your-own-ai-memory-with-claude-or-codex.md
Podcast: [AI News & Strategy Daily with Nate B. Jones](https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542)
Published: 2026-07-01T17:00:00+00:00
Episode link: https://natesnewsletter.substack.com/p/build-your-own-ai-memory
Audio file: https://sphinx.acast.com/p/open/s/69ab3b7c7036d739021982df/e/6a446a59d668ce4585186ac6/media.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/ai-news-strategy-daily-with-nate-b-jones-7703542/episodes/how-to-build-your-own-ai-memory-with-claude-or-codex
Duration seconds: 976

## Resource

For deeper playbooks and analysis: https://natesnewsletter.substack.com/ What's really happening when agents stop being generic chatbots and start working from your memory, skills, and owned context? The common story is that AI agents are just another interface for automation - but the reality is that the ownership layer around memory, permissions, and workflow is becoming the product. In this video, I share the inside scoop on how an open personal agent stack starts to become buildable for normal people. Why memory changes what an agent can actually do How open skills turn repeated workflows into reusable methods What approval layers make agent ownership safer Where the personal agent stack starts to become practical This matters for operators, builders, marketers, and executives who want AI systems that work inside their actual context without handing away control of every account, secret, or permission. Subscribe for daily AI strategy and news. Hosted on Acast. See acast.com/privacy for more information. Hosted on Acast. See acast.com/privacy for more information.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/ai-news-strategy-daily-with-nate-b-jones-7703542/episodes/how-to-build-your-own-ai-memory-with-claude-or-codex/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542/how-to-build-your-own-ai-memory-with-claude-or-codex.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.