Kimi K2.6 just matched GPT-5.4 on SWE-Bench Pro. Open-source models are no longer playing catch-up—they're setting the pace. Meanwhile, Atlassian joins the enterprise data grab, 44% of Deezer's daily uploads are AI-generated, and engineers are warning that agent architectures are repeating MS-DOS security mistakes.