MiniMax M2.7 lands, touts self-evolution

MiniMax is treating M2.7 less like a flashy launch and more like a deliberate upgrade to its agent stack.

• –Official proof lives on MiniMax’s docs and news pages, including the release-notes entry and the M2.7 article: https://platform.minimax.io/docs/guides/models-intro, https://platform.minimax.io/docs/release-notes/models, https://www.minimax.io/news/minimax-m27-en
• –The model is positioned around real-world software engineering, log analysis, debugging, office editing, and multi-agent collaboration, which puts it squarely in the AI-coding/devtools lane.
• –The “self-evolution” framing is bold marketing, but the practical signal is stronger long-horizon agent execution via skills, memory, and dynamic tool search.
• –I couldn’t find a Product Hunt launch page for M2.7, so there is no verified PH URL to include.