Browser Automation · Public

phoenix

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

Browser automationWeb tasksTest accountsCookie boundariesPermission control

Best fitDevelopers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.

Check whether this project matches your task before installing it.

What it can doBrowser automation task planning, permission boundaries, recovery steps, and acceptance checks

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

GitHub snapshot9.7k stars

873 forks · 179 contributors

Official first step Read manual preview Source repository

Publication status · 2026-05-25

What is phoenix?

phoenix supports browser task automation, web operations, or web data workflows.
Best fit: Developers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.
Not for: Not for workflows that cannot isolate browser state, account permissions, cookies, or real user data.
Capability added to an AI workflow: Browser automation task planning, permission boundaries, recovery steps, and acceptance checks
First safe verification step: Verify one minimal web task with an isolated browser profile and test account first.
Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
Top risk: The main risk is misusing browser state, account permissions, cookies, or real data during automation.
Evidence base: https://github.com/Arize-ai/phoenix, https://github.com/Arize-ai/phoenix#readme, Human Manual, Pitfall Log

Quick decision

Use this section to decide whether the project is worth a deeper read.

Best forDevelopers who need AI-assisted web tasks, browser testing, page extraction, or structured web operations.

Match the project to your task before installing it.

CapabilityBrowser automation task planning, permission boundaries, recovery steps, and acceptance checks

Browser automation project for web operations, testing, extraction, and permission-boundary checks.

RepositoryArize-ai/phoenix

9.7k stars · 873 forks

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.

Project Overview

System Architecture

Related topics: Project Overview, Server API and GraphQL, Frontend Application

Sources: [js/packages/phoenix-config/README.md:1-25](https://github.com/Arize-ai/phoenix/blob/main/js/packages/phoenix-config/README.md)

Tracing System

Related topics: OpenTelemetry Integration, Database Models and Migrations

Sources: [js/packages/phoenix-client/README.md:1-30]()

OpenTelemetry Integration

Related topics: Tracing System, Python SDK (arize-phoenix-client)

Sources: [packages/phoenix-otel/README.md](https://github.com/Arize-ai/phoenix/blob/main/packages/phoenix-otel/README.md)

Evaluation System (Phoenix Evals)

Related topics: Datasets and Experiments, Python SDK (arize-phoenix-client)

Sources: [packages/phoenix-evals/README.md](https://github.com/Arize-ai/phoenix/blob/main/packages/phoenix-evals/README.md)

Sources: https://github.com/Arize-ai/phoenix, Human Manual, Project Pack evidence, and downstream validation signals.

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.

Stars9.7k stars

Forks873 forks

Contributors179 contributors

Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using phoenix with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

01
[sandboxes] per-execute timeout enforcement is incomplete across backend
github / github_issue
02
[BUG]: playground experiment UI rendering issue
github / github_issue
03
Docs proposal: RAG failure mode checklist for observability and eval wor
github / github_issue
04
[BUG]: Docker image exits immediately (SIGILL) on Apple Silicon with pod
github / github_issue
05
[agents] investigate clientside tracing for external tools
github / github_issue
06
GenerativeModelStore: _last_fetch_id can regress and defeat incremental
github / github_issue
07
[security] setup deepsec
github / github_issue
08
arize-phoenix: v15.10.1
github / github_release
09
arize-phoenix: v15.10.0
github / github_release
10
arize-phoenix: v15.9.0
github / github_release
11
arize-phoenix: v15.8.0
github / github_release
12
arize-phoenix: v15.7.0
github / github_release

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.

Try the prompt first

Test the workflow without installing the upstream project.

preview

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify

pip install arize-phoenix

Official start command · https://github.com/Arize-ai/phoenix#readme · verified: yes

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

phoenix Manual

Project Overview

System Architecture

Related topics: Project Overview, Server API and GraphQL, Frontend Application

Sources: [js/packages/phoenix-config/README.md:1-25](https://github.com/Arize-ai/phoenix/blob/main/js/packages/phoenix-config/README.md)

Tracing System

Related topics: OpenTelemetry Integration, Database Models and Migrations

Sources: [js/packages/phoenix-client/README.md:1-30]()

OpenTelemetry Integration

Related topics: Tracing System, Python SDK (arize-phoenix-client)

Sources: [packages/phoenix-otel/README.md](https://github.com/Arize-ai/phoenix/blob/main/packages/phoenix-otel/README.md)

Evaluation System (Phoenix Evals)

Related topics: Datasets and Experiments, Python SDK (arize-phoenix-client)

Sources: [packages/phoenix-evals/README.md](https://github.com/Arize-ai/phoenix/blob/main/packages/phoenix-evals/README.md)

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual

BundleComplete Project Pack AssetAI Context Pack AssetBoundary & Risk Card AssetHuman Manual AssetPitfall Log AssetPrompt Preview AssetQuick Start ManifestPROJECT_PACK.json

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

The manual is generated from source-linked project files and Doramagic validation signals.
Community evidence warnings stay visible instead of being converted into marketing claims.
This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.

high

Review upstream issue

The source signal needs review before production use.

high

Review upstream issue

The source signal needs review before production use.

high

Review upstream issue

The source signal needs review before production use.

medium

Review upstream issue

Developers may fail before the first successful local run: [BUG]: Docker image exits immediately (SIGILL) on Apple Silicon with podman — cryptography 47.0.0 incompatible with Apple Hypervisor VM

medium

Review upstream issue

Developers may misconfigure credentials, environment, or host setup: [sandboxes] per-execute timeout enforcement is incomplete across backends

medium

Review upstream issue

The source signal needs review before production use.

medium

Review upstream issue

README/documentation is current enough for a first validation pass.

medium

Review upstream issue

Upgrade or migration may change expected behavior: arize-phoenix: v15.5.0