# My AI Adoption Journey – Mitchell Hashimoto

<https://mitchellh.com/writing/my-ai-adoption-journey>

- Host: [mitchellh.com](https://links.thingelstad.xyz/hosts/mitchellh.com/)
- Saved: February 12, 2026 (2026-02-13T03:12:31Z)
- Record: https://links.thingelstad.xyz/links/cece43d75662/
- JSON: https://links.thingelstad.xyz/links/cece43d75662.json

## What Jamie wrote

Hashimoto shares his journey from chatting with AI to adopting fully agentic processes. 

> My experience adopting any meaningful tool is that I've necessarily gone through three phases: (1) a period of inefficiency (2) a period of adequacy, then finally (3) a period of workflow and life-altering discovery.

When folks are describing stuff as "life-altering" it is worth taking note.

## Facts

- Kind: [Page](https://links.thingelstad.xyz/kinds/page/)

## Appears in

- [WT341: Weekly Thing 341 / Minions, MAX, ReMemory](https://weekly.thingelstad.com/archive/341/), Notable

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## Elsewhere

- Wayback Machine: https://web.archive.org/web/*/https://mitchellh.com/writing/my-ai-adoption-journey