
OpenAI is expanding Codex with reusable cloud development environments, a revamped CLI with voice controls, new code review tools and a security-focused product for scanning repositories and preparing fixes.
OpenAI announced updates to Codex, its software engineering agent, including reusable cloud development environments that developers can access from any device rather than treating each task as an isolated remote sandbox. These persistent environments are designed to help tasks start more quickly and provide teams with a shared workspace that has approved settings and permissions. The update also includes a refreshed command-line interface with voice control capabilities, a new code review experience within the ChatGPT desktop app, security tools for scanning and hardening infrastructure, and several API enhancements for real-time decision-making and computer use. These changes expand Codex's utility beyond a single developer's laptop by enabling collaborative work and remote access across multiple devices.

DeepSeek has released an official desktop app for DeepSeek Harness (dsh), its open-source agent harness. The app ships with the v0.2 preview. Installers cover macOS (Apple silicon) and Windows (64-bit). Is it deployable? Yes, today, as a preview. Download it from deepseek.com/harness or run npx @deepseek-ai/dsh web. DeepSeek warns that compatibility-breaking changes will follow. What Shipped in v0.2 A harness is the runtime that turns a model into an agent. It reads files, runs command

When AI systems claim task completion without verification, downstream errors can cascade through dependent processes, exposing gaps in reliability for critical workflows.

Capcom's Pragmata might be all about the horrors of AI, but in practice the studio doesn't seem so down on the tech. During the Capcom Open Conference RE: 2026 programmer Satoshi Ishida gave a presentation with the mouthful of a title: "The Outlook and Future of the REX Project, Further Evolving the RE Engine for the Next Generation." During the talk he laid out the challenges facing studios producing games at the scale of Resident Evil, which can make even simple tasks extreme
Want to go deeper than the news? Explore live, cohort-based AI courses taught by practitioners.
Browse AI courses on Maven