AI Development Methodology

Examples

This folder shows how adopters can apply the methodology. The fictional example-project/ is pinned to v1.28.0; the software-squad walkthrough illustrates v1.35.0. Neither is evidence of external adoption.

Three artifact types, three purposes

Folder Purpose Read this when
methodology/ The abstract rules (the what and why). Learning the methodology; deciding whether to adopt it.
self-development/ The methodology applied to its own development (a real, meta, instance). Seeing the methodology used on a non-trivial project; understanding how the autonomous loop actually runs.
examples/ (this folder) A fully-worked illustrative project (tinker, a fictional developer-notes CLI). Seeing how the abstract docs translate to concrete artifacts on a hypothetical adopter project; lifting patterns directly.

The three are complementary: read methodology/ to understand the rules; read self-development/ to see them on a real project; read examples/ to see them on a synthetic project that strips out the meta-ness.

What’s in here

About the fictional project

tinker is a deliberately fictional developer-notes CLI. It does not resemble any specific real product — the goal is to be plausible enough that the methodology artifacts look realistic, while generic enough that adopters can map their own project’s shape onto it. The example does not include working source code; it’s docs-only, the same scope this methodology project itself produces.

Abstract-voice rule

All content in this folder follows the same abstract-voice constraint as the methodology docs themselves: no real product names, no specific company references, no domain jargon revealing a source project. The original example-project/ was reviewed by a fresh cross-AI session for abstract-voice compliance before ship. That historical review does not cover later examples; the squad walkthrough has author checks only until its release review is recorded.