---
schema: 1
type: term
title: '**Tinkering**'
description: >-
  **Tinkering** — as used in this channel — is curiosity-driven experimentation:
  playing around with new tools, making things, and constantly shipping what you
  create. It is treated as a productive working style that organizations can
  reward, and one that AI's fast feedback loops make especially effective for
  building skills while exploring creatively.
canonical: 'https://liquidgold.cc/channel/everyinc/explore/term/tinkering-850eb90f68dc'
markdown: 'https://liquidgold.cc/channel/everyinc/explore/term/tinkering-850eb90f68dc.md'
llms: null
parent: 'https://liquidgold.cc/channel/everyinc/llms.txt'
channel: everyinc
updated: '2026-10-23T22:12:35.346Z'
language: null
children: []
---


# \*\*Tinkering\*\*

Canonical: https://liquidgold.cc/channel/everyinc/explore/term/tinkering-850eb90f68dc

Parent: [Channel index](https://liquidgold.cc/channel/everyinc/llms.txt)

## Definition

**Tinkering** — as used in this channel — is curiosity-driven experimentation: playing around with new tools, making things, and constantly shipping what you create. It is treated as a productive working style that organizations can reward, and one that AI's fast feedback loops make especially effective for building skills while exploring creatively.

## A Culture, Not Just a Habit In this channel's material, **tinkering** describes a working culture — playing around, making stuff, and constantly shipping new things — rather than casual fiddling. At Union Square Ventures, this kind of curiosity-driven experimentation is actively *rewarded* [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@272]. Matt Cynamon describes how the firm recognized an analyst who made holograms on her own time, and how that ethos shaped his own path from weekend AI experiments to making AI prototypes full time [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@216]. ## Why AI Makes Tinkering Powerful AI's **fast feedback loops** make tinkering especially productive: you can develop skill alongside seeing your creativity come to life, instead of training for years before anything works [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@486]. Matt built a custom GPT and found that the tool itself walked him through connecting APIs — evidence that you don't need to be an engineer to tinker your way through hard technical steps [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@486]. ## Where It Comes From The channel also traces tinkering as a personal *thread*: Matt's father rebuilt machinery and ham radios, and Matt's own generalist career meant picking up hard skills in his spare time [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@392].  - **Tinkering is a rewarded culture**: playing around and constantly shipping new things [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@272]. - **AI is a creative assistant**: the best entry points into tinkering are creative, not technical [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@328]. - **Fast feedback loops** let you build skill while you explore [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@486]. - **You don't need to be an engineer** — the tools walk you through the next step [^29b1b8cd-e7d7-5bd0-9124-55209b4e897f@486].