# Edit Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/edit
> Markdown URL: https://aitinkerers.org/technologies/edit.md
> Technology record last updated: 2026-02-23T01:39:27Z
> Generated: 2026-09-21T22:52:56Z

- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [AI + Filesystem: Building Claude-powered File Manipulation Agents](https://montreal.aitinkerers.org/talks/rsvp_-GRVa1txV6o)

In this talk, I’ll show how the Claude Code SDK gives agents real file‑system power, not only reading and writing files, but intelligently editing specific paragraphs or lines. Rather than generating entire files from scratch, Claude can apply targeted, multi-line edits (using its “Edit” and “MultiEdit” tools) to refine or improve existing content in a safe, sandboxed environment. I’ll walk through a production‑grade architecture where an agent crawls a website, captures content, and updates documentation files (Markdown, images, config) by refining sections, inserting new details, or restructuring existing docs. Along the way, I’ll explain how to configure tool‑level permissions (so Claude only edits allowed paths), how to use the SDK’s text-editor capabilities, and how to monitor and audit its file changes. By the end, users will understand how file‑system manipulation gives Claude a richer, more reliable “working memory”, letting it reason about and improve real documents over time, rather than just retrieving or generating content from a vector database.

- Event context: AI Tinkerers Montreal - January 2026 Meetup at Ateko — 2026-01-21 — Montreal
- Public talk page: https://montreal.aitinkerers.org/talks/rsvp_-GRVa1txV6o

## Related Technologies

- [Claude](https://aitinkerers.org/technologies/claude) ([Markdown](https://aitinkerers.org/technologies/claude.md)) — 174 public demos
- [Claude Code SDK](https://aitinkerers.org/technologies/claude-code-sdk) ([Markdown](https://aitinkerers.org/technologies/claude-code-sdk.md)) — 7 public demos
- [MultiEdit](https://aitinkerers.org/technologies/multiedit) ([Markdown](https://aitinkerers.org/technologies/multiedit.md)) — 1 public demo
- [TypeScript](https://aitinkerers.org/technologies/typescript) ([Markdown](https://aitinkerers.org/technologies/typescript.md)) — 205 public demos