OpenCode 2.0 is being formally presented about three months after its public beta. The major architectural overhaul runs the coding agent's terminal, desktop and web apps on a single shared service.
Alibaba's Qwen team unveiled QwenGyre, an online reinforcement learning framework that trains coding agents through unmodified, black-box harnesses. It targets rollouts lasting hours and processing close to a million tokens.
With autonomous agents now running around the clock across many platforms, enterprises are finding that controls built for deterministic software no longer fit. Cost and control were recurring themes at Dell's AI Leadership Symposium.
A guide explains how to use Spark, Google's AI tool that carries out tasks on the user's behalf. It is part of Google's push to make Gemini act rather than just chat.
The article revisits the build-or-buy decision for platform teams now that coding agents make building in-house easier. It reports that teams building from scratch are 3.5 times more likely to lack a strategy, suggesting the trade-off is about more than developer time.
Vercel has added Google's Gemini 4 Argon to its AI Gateway. The model targets coding, agentic tasks and complex reasoning, offers a 1M-token context window, takes text, image, PDF and video input, and supports tool calling. It uses low, medium and high thinking levels rather than thinking budgets.