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๐Ÿ”ฅMost read this week

  1. 01Solo developer builds monster-hunting RPG After the Wind with Claude Code and Codex
  2. 02Claude Code built cozy planet-mowing game Mowtopia in about 2 days, developer says
  3. 03Google DeepMind unveils Genie 4 with native audio and 2-minute consistent worlds
  4. 04Ramen open-sources Autopilot, an AI agent that playtests Unreal, Unity and Godot games
  5. 05Roblox says over 80% of top 100 games used AI in the past month
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๐Ÿ“ฐ NewsAnnouncement

Ramen open-sources Autopilot, an AI agent that playtests Unreal, Unity and Godot games

The Apache-2.0 plugin writes a custom control script for each game, then plays it with real key and mouse input. Ramen says it passed 7 of 7 test tasks in its own benchmark.

By Hitesh K ยท 31 October 2026

Key points

  • Autopilot is free and open source (Apache 2.0) for Unreal 5.4โ€“5.8, Unity 6+ and Godot 4.7+ on Windows and macOS.
  • It pairs a coding agent that writes a per-game harness with a fast decision model that plays using real input.
  • Ramen's own 7-task benchmark has it passing every task and running 1.7 times faster than Claude Code.
Ramen open-sources Autopilot, an AI agent that playtests Unreal, Unity and Godot games
Image: Aura (Ramen)

Ramen, the studio behind the Aura AI assistant for Unreal and Unity, released Autopilot, an open-source agent that playtests games inside the editor, on October 30. The company announced it that day in a press release distributed by ONE PR Studio and published the code on GitHub under the Apache 2.0 license, then explained how it works in an October 31 blog post by Nyx Iskandar and CEO Andy Tsen.

Autopilot runs as a plugin for Unreal Engine 5.4 to 5.8, Unity 6 or later and Godot 4.7 or later, on Windows and macOS, according to the project's README. Developers ask it to explore a system, test a level, verify that a feature works or reach a goal such as beating a boss, and it writes a report when done.

It works in two layers, the blog post explains. A coding agent, built on the agent SDKs from Anthropic (Claude Code), OpenAI (Codex) or OpenCode, reads the game's source and writes a harness: a control layer that turns choices like "dodge" into real key presses and mouse clicks. A faster decision model then picks actions about every quarter of a second. A per-game memory lets later runs start from what worked before.

Ramen says it has used Autopilot to play shooters, a Soulslike, real-time strategy, survival crafting, turn-based RPG and match-3 games. Its benchmark ran 7 tasks in an unmodified survival template game in Unreal Engine 5.8. On the Autopilot site, Ramen says Autopilot passed all 7, against 5 for Claude Code and 4 for an unnamed rival game agent, and was 1.7 times faster than Claude Code on average.

Why it matters: Functional testing (checking that a recipe crafts, a menu opens or a boss can be beaten) is slow, repetitive work that usually falls to human QA testers. An agent that drives the real game with real input, rather than calling engine code directly, tests what a player would actually see.

Caveat: The benchmark is Ramen's own, run on a single game, and we haven't tested Autopilot. The press release gives a different speed comparison: 3 times faster than Aura's own Verification Agent. The plugin runs on an Aura plan or your own API keys, or through a Claude Code or Codex subscription.

Ramen says it wants outside contributions next, such as multimodal decision models and lower latency; the repo includes a guide to adding a new engine.

Read the original on Aura (Ramen) โ†’

Sources

Based on the company's own announcement.

  1. Aura (Ramen): Autopilot: A Continually Learning Real-Time General Playtesting System (blog post by Nyx Iskandar and Andy Tsen)
  2. ramenvr/autopilot on GitHub: Aura Autopilot (repository and README)
  3. Aura (Ramen): Aura Autopilot product page and benchmarks
  4. ONE PR Studio: Ramen launches Aura Autopilot, its open-source autonomous game tester for Unreal Engine, Unity and Godot (press release)
  5. ONE PR Studio (@ONEPRStudio) on X: Post announcing Aura Autopilot

Image: Aura (Ramen)

Written in our own words; quotes are marked and credited. How we report

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