MiniMax M3.1 Flash hands-on: agent builds, tests and iterates a game end-to-end
Aiden_Tech_Ai · x · 2026-10-27
A hands-on test of MiniMax Code with the new M3.1 Flash model: given a single prompt to build a playable pixel-style adventure game from scratch, the agent didn't stop at generating code. It opened the project in its built-in browser, tested the gameplay itself, caught bugs, and iterated on the same project based on follow-up instructions to change gameplay and UI.
The author argues this integrated browser + coding build-test-iterate loop is what sets it apart from typical AI coding demos that end at "here's the code."
More from coding & agent
- Alter Zero: open-source Rust terminal agent in a 24MB binary for coding and security — Hacking0912 · 2026-10-27
- Dev adds a guard before cron jobs: check windows, budgets, leases first — petrusenko_max · 2026-10-27
- 3 used V100s hit ~400 tokens/s with custom sFNX engine, author defends claim — jfinkpottery · 2026-10-27
- golang/go repo flooded with a dozen AI-generated CVE security issues in minutes — evilsocket · 2026-10-27
- SuperPlane 1.0 launches open source: 52% of team's merged PRs were automated — Arindam_1729 · 2026-10-27
- OpenAI DevDay Berlin: Codex, Agents API and Terra 6.1 launch on site — paw_lean · 2026-10-27