PAO: Agent-Optimized Output for PHP Testing Tools

Last updated on by

PAO by Nuno Maduro is a dev tool that detects when your tests are running inside an AI agent — Claude Code, Cursor, Devin, Gemini CLI — and replaces the normal test runner output with compact JSON. The result is a fraction of the token count, with no change to how you run your tests.

How It Works

PAO hooks into PHP's autoloader. Once installed, it automatically detects AI agent environments and switches from the test runner's default human-readable output to a minimal JSON format:

{
"result": "passed",
"tests": 1002,
"passed": 1002,
"duration_ms": 321
}

That output is constant at roughly 20 tokens regardless of how large your test suite is.

PAO output in Claude CLI with Laravel 13

Token Reduction

The benchmarks from a 1,000-test suite show a significant difference:

Runner Without PAO With PAO Reduction
PHPUnit 336 tokens 20 tokens 94%
Pest 10,123 tokens 20 tokens 99.8%
Pest (parallel) 11,125 tokens 20 tokens 99.8%

Beyond the per-run savings, the bigger benefit in longer agentic sessions is context window preservation. Test output that would otherwise accumulate over dozens of runs no longer competes with code and conversation history.

Framework and Runner Support

PAO works with PHPUnit 12–13, Pest 4–5, and Paratest. It's not Laravel-specific — any PHP project using one of those runners (Laravel, Symfony, Laminas, vanilla PHP) gets the same behavior.

Installation

PAO requires PHP 8.3 or higher. No config file, no service provider, no additional setup — activation happens through Composer's autoloader automatically.

composer require nunomaduro/pao:0.x-dev --dev

Note that the package is a work in progress under active development.

You can find the source on GitHub.

Paul Redmond photo

Staff writer at Laravel News. Full stack web developer and author.

Filed in:
Cube

Laravel Newsletter

Join 40k+ other developers and never miss out on new tips, tutorials, and more.

image
SerpApi

The Web Search API for Your LLM and AI Applications

Visit SerpApi
Shift logo

Shift

Running an old Laravel version? Instant, automated Laravel upgrades and code modernization to keep your applications fresh.

Shift
PhpStorm logo

PhpStorm

The go-to PHP IDE with extensive out-of-the-box support for Laravel and its ecosystem.

PhpStorm
SaaSykit: Laravel SaaS Starter Kit logo

SaaSykit: Laravel SaaS Starter Kit

SaaSykit is a Multi-tenant Laravel SaaS Starter Kit that comes with all features required to run a modern SaaS. Payments, Beautiful Checkout, Admin Panel, User dashboard, Auth, Ready Components, Stats, Blog, Docs and more.

SaaSykit: Laravel SaaS Starter Kit
Tinkerwell logo

Tinkerwell

The must-have code runner for Laravel developers. Tinker with AI, autocompletion and instant feedback on local and production environments.

Tinkerwell
No Compromises logo

No Compromises

Joel and Aaron, the two seasoned devs from the No Compromises podcast, are now available to hire for your Laravel project. ⬧ Flat rate of $9500/mo. ⬧ No lengthy sales process. ⬧ No contracts. ⬧ 100% money back guarantee.

No Compromises
Kirschbaum logo

Kirschbaum

Providing innovation and stability to ensure your web application succeeds.

Kirschbaum
Acquaint Softtech logo

Acquaint Softtech

Acquaint Softtech offers AI-ready Laravel developers who onboard in 48 hours at $3000/Month with no lengthy sales process and a 100 percent money-back guarantee.

Acquaint Softtech
Harpoon: Next generation time tracking and invoicing logo

Harpoon: Next generation time tracking and invoicing

The next generation time-tracking and billing software that helps your agency plan and forecast a profitable future.

Harpoon: Next generation time tracking and invoicing
Laravel Cloud logo

Laravel Cloud

Easily create and manage your servers and deploy your Laravel applications in seconds.

Laravel Cloud
Lucky Media logo

Lucky Media

Get Lucky Now - the ideal choice for Laravel Development, with over a decade of experience!

Lucky Media

The latest

View all →
Find the Security Vulnerabilities in Your Laravel App with Sensagraph image

Find the Security Vulnerabilities in Your Laravel App with Sensagraph

Read article
Uvora: A macOS Menu Bar App for Finding Laravel Projects image

Uvora: A macOS Menu Bar App for Finding Laravel Projects

Read article
Passwordless Sign-In with Fortify Two-Factor Support in Laravel image

Passwordless Sign-In with Fortify Two-Factor Support in Laravel

Read article
Intercept: Middleware Guardrails for Laravel AI Agents image

Intercept: Middleware Guardrails for Laravel AI Agents

Read article
AI Review for Laravel Upgrades image

AI Review for Laravel Upgrades

Read article
HTTP Query Method Support in Laravel 13.19 image

HTTP Query Method Support in Laravel 13.19

Read article