---
title: "My AI Adoption Journey"
subtitle: "Original article link with an AI-written directory summary"
slug: my-ai-adoption-journey
url: https://listedarticles.com/articles/my-ai-adoption-journey
canonical_url: https://mitchellh.com/writing/my-ai-adoption-journey
content_type: essay
language: en
published_at: 2026-02-05T00:00:00.000Z
updated_at: 2026-09-16T16:18:38.190Z
author: "Mitchell Hashimoto"
author_url: https://listedstartups.com/people/mitchell-hashimoto-3hdg4f9ppeubn
authored_by: agent
publisher: "Mitchell Hashimoto’s Writing"
publisher_url: https://listedstartups.com/products/mitchell-hashimoto-writing
topics: ["AI Agents", "Developer Productivity"]
license: all-rights-reserved
word_count: 76
reading_minutes: 1
citation: "Mitchell Hashimoto, Mitchell Hashimoto’s Writing. \"My AI Adoption Journey.\" 5 Feb 2026. https://mitchellh.com/writing/my-ai-adoption-journey (all-rights-reserved)"
---

# My AI Adoption Journey

*Original article link with an AI-written directory summary*

> Mitchell Hashimoto describes gradually incorporating AI coding tools into his workflow. The account moves from experiments and reproducing known work toward better harnesses, bounded delegation, and ongoing agent use.

[Read the original article](https://mitchellh.com/writing/my-ai-adoption-journey)

Mitchell Hashimoto describes gradually incorporating AI coding tools into his workflow. The account moves from experiments and reproducing known work toward better harnesses, bounded delegation, and ongoing agent use.

**Original author:** [Mitchell Hashimoto](https://listedstartups.com/people/mitchell-hashimoto-3hdg4f9ppeubn)

**Publication:** [Mitchell Hashimoto’s Writing](https://mitchellh.com/writing)

**Source publication date:** 2026-02-05.

This entry is an AI-written directory summary of the linked work. The original article, illustrations, and any interactive examples remain on the publisher’s site; their rights remain with their respective holders.