PQPeng Qianindataleadsfuture.hashnode.dev·3d ago · 21 min readFrom OpenSpec to AIDLC: How I Improved My Team's AI Code QualityBy this August, our team had been writing code with AI for more than half a year. The biggest thing I noticed during this time was that our development speed went up, but code quality stayed pretty ro00
PQPeng Qianindataleadsfuture.hashnode.dev·Dec 15, 2025 · 7 min readMake Microsoft Agent Framework’s Structured Output Work With Qwen and DeepSeek ModelsIntroduction Today, we’ll add some extra features to the Microsoft Agent Framework so that Qwen and DeepSeek can also utilize structured output. The main reason is that Autogen has stayed on version v0.75 for a long time, which makes it necessary to ...00
PQPeng Qianindataleadsfuture.hashnode.dev·Nov 28, 2025 · 13 min readShare My LLM Prompts and Tips That Make Work and Learning Super EfficientA lot of friends ask me how I manage to stay busy with work every day, yet still find time to learn and write blog posts. The answer is simple: I use AI to help me learn about AI. Today I’m sharing all the AI tools, tricks, and prompts I’ve used over...00
PQPeng Qianindataleadsfuture.hashnode.dev·Nov 23, 2025 · 6 min readExclusive Reveal: Code Sandbox Tech Behind Manus and Claude Agent SkillsThis tutorial will use a more general approach to fully recreate the core tech behind code sandboxes in commercial products like Manus and Claude agent skills. As always, the source code is at the end of this post. Feel free to grab it. Introduction...00
PQPeng Qianindataleadsfuture.hashnode.dev·Nov 10, 2025 · 7 min readHow To Use DeepSeek-OCR And Docling For PDF ParsingThis is a hands-on guide that explores how to use DeepSeek-OCR with docling for PDF parsing inside an agent application. By reading this, you will learn how to use the DeepSeek-OCR model in real code. I will also compare DeepSeek-OCR's results with a...00
