jpantsjoha/ai-native-developer-experience

10 stars · Last commit 2026-07-24

Team-wide AI harness adoption plugin, \w operating model, onboarding and delivery standards coherent human-agent outcomes from day one.

README preview

# AI-Native Developer Experience Harness

[![Listed on ClaudePluginHub](https://www.claudepluginhub.com/badge/jpantsjoha-join-the-team)](https://www.claudepluginhub.com/plugins/jpantsjoha-join-the-team?ref=badge)

> **A team-project AI harness bootstrap that gives humans and agents a shared operating contract from day one, moving AI leverage from an individual “IC superhero” advantage to a repeatable team capability on an equal playing field.**

> 📦 **Now listed on [Claude Plugin Hub](https://www.claudepluginhub.com/plugins/jpantsjoha-join-the-team)** —
> install the harness as the `join-the-team` plugin for Claude Code, Codex, Kimi Code,
> and Google Antigravity. [Jump to install](#two-ways-to-adopt).

This repository has gone through three real phases — and the progression tracks something
happening across the field.

It started as a **reference guide**: [`DEVELOPER_EXPERIENCE.md`](DEVELOPER_EXPERIENCE.md)
and [`BOOTSTRAP.md`](BOOTSTRAP.md), something to read, walk through, and adapt. A concrete
baseline for teams getting serious about AI-native delivery — the operating model, the
guardrails, spec-first discipline, the Adversarial Gate.

Then it became **context for your agents**: `CLAUDE.md` and `GEMINI.md` here, plus the
thin `AGENTS.md`/`CLAUDE.md`/`GEMINI.md` adapters the bootstrap generates — drop them

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