I am the author of the opencode-vision plugin. It lets you delegate visual tasks to a vision model from one of your existing AI subscriptions while using a text-only model, such as GLM-5.2 or DeepSeek V4, as the main model in OpenCode. npmjs.com showed that this plugin hit 1,300+ downloads in the…
Have you ever sent an image to GLM-5.2 in OpenCode? The model says it is text-only and cannot inspect visual content. You accept the limitation and move on. The hidden failure is worse. When GLM-5.2 works with browser-use tools, the tools capture screenshots, and the model confidently reports what…
After running out of Claude Code and Codex quota last week, I tried GLM-5.2 on real code. It felt like a GPT-5.5-tier model for coding-agent work. The official China domestic plans were not practical for me: it is always out of stock, and the stability and speed were poor. So I tested alternative…
Last week, Opus 4.8 shipped with Claude Code dynamic workflows . Four months earlier, I had built an equivalent plugin, charge , on Opus 4.5: you give it a prompt, and it creates and orchestrates reusable subagent-driven workflows. “Charge” here means sending a lot of subagents charging into the…
If you follow the coding-agent race, you've heard the story: Codex surged this year — faster, cheaper, more autonomous, and neck-and-neck with Claude Code on the benchmarks. Plenty of developers reach for it first now. On speed and cost, I get it — until I tried to move one of my own agent skills…
Fun fact: My Claude Code usage reached USD 3,000 in September, 2025. That's because I've been running Claude Code inside a 24/7 agentic loop to power my side project. While I sleep, the loop evaluates, spawns subagents, and keeps moving forward. When I wake up, progress is already made. But the…
My journey into the internals of Xcode 26’s new AI assistant began not with a bug, but with a feature so persistent it felt like a personality. The animations and design of Xcode have never been better, a testament to Apple's polish. Yet, interacting with the new intelligence features felt…
Latest updated: Apple has accepted the fix for this issue. The final solution was adjusted following a review by the relevant code owner. Right before the Chinese New Year vacation of the Year of the Snake, a colleague showed me a mysterious crash caused by a use-after-free error. Recently, I found…