This episode, that wall comes down. marimo pair drops a coding agent right inside a running notebook, with full access to every variable Python is holding in memory. The notebook becomes a shared canvas. You point, it runs the code. You tell it to zoom in on the Picasso paintings, and the chart just updates. No MCP tools to wire up, no schema to describe. Just Python, and an agent that can finally see what you see. Trevor Manz is back to walk us through it.
Episode sponsors
Sentry Error Monitoring, Code talkpython26
Talk Python Courses
Links from the show
marimo pair: marimo.io/pair
Course transcripts announcement: talkpython.fm/blog
anywidget: Jupyter Widgets made easy: talkpython.fm
marimo: marimo.io
blog: marimo.io
GitHub: github.com
given this: martinalderson.com
llms.txt: talkpython.fm
mcp: talkpython.fm
cli: talkpython.fm
open issues: github.com
Discord: marimo.io
Marimo Pair: marimo.io
OpenCode: opencode.ai
AI Tooling for Software Engineers in 2026: newsletter.pragmaticengineer.com
Watch this episode on YouTube: youtube.com
Episode #555 deep-dive: talkpython.fm/555
Episode transcripts: talkpython.fm
Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong
---== Don't be a stranger ==---
YouTube: youtube.com/@talkpython
Bluesky: @talkpython.fm
Mastodon: @talkpython@fosstodon.org
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @mkennedy@fosstodon.org
Michael on X.com: @mkennedy
Course transcripts announcement: talkpython.fm/blog
anywidget: Jupyter Widgets made easy: talkpython.fm
marimo: marimo.io
blog: marimo.io
GitHub: github.com
given this: martinalderson.com
llms.txt: talkpython.fm
mcp: talkpython.fm
cli: talkpython.fm
open issues: github.com
Discord: marimo.io
Marimo Pair: marimo.io
OpenCode: opencode.ai
AI Tooling for Software Engineers in 2026: newsletter.pragmaticengineer.com
Watch this episode on YouTube: youtube.com
Episode #555 deep-dive: talkpython.fm/555
Episode transcripts: talkpython.fm
Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong
---== Don't be a stranger ==---
YouTube: youtube.com/@talkpython
Bluesky: @talkpython.fm
Mastodon: @talkpython@fosstodon.org
X.com: @talkpython
Michael on Bluesky: @mkennedy.codes
Michael on Mastodon: @mkennedy@fosstodon.org
Michael on X.com: @mkennedy

