OpenCode + DeepSeek V4: The Budget Combo That Doesn't Feel Like a Budget Combo 🐋

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WorkBuddy是面向国内用户的通用Agent产品，支持Windows和Mac，提供免费版和58元/月个人专业版，企业版已推出。内置代码开发、日常办公、设计创意三种场景模式及100多个行业领域AI专家。模型集成腾讯混元、DeepSeek（推荐V4 Pro）、GLM、Kimi等国产大模型，也支持接入兼容OpenAI协议的外部API。拥有Skills市场和MCP连接器生态，可打通QQ邮箱、腾讯会议、腾讯文档等服务。教程通过公众号周报生成和功能网页开发两个案例演示实际用法。

An agent-memory bug can look nothing like one. It looks like confidence: the agent remembers an old...

Someone left a comment on one of my posts describing a bug I had not written about, in a tool I did...

"The year of the Linux desktop" has been a punchline for two decades, and the punchline always had...

An agent that fails loudly is annoying. An agent that says "done" while nothing ran is...

At an equal frame budget, uniform sampling missed 9 of 28 shots across five real videos and spent 12 of its 40 frames re-photographing things it had already seen. Content-aware selection missed none and wasted two; here is the measure wher…

I used to keep six versions of my CV in one folder. CV_final.docx, CV_final_v2.docx,...

Claude Code's agent loop is 1,729 lines. Codex's is 983. Pi's is 794. Three teams, three languages, no shared code, and the loop lands in the same place every time. What does not converge is where each one puts its boundary, and that turns…

We reproduced the Ebbinghaus forgetting curve and the classic false-memory rate using unmodified pre-trained embeddings, with no parameter tuning. Here is why your agent memory decays.