Want smarter AI? Don't rush to change models
Missing documents, forgotten requirements and unfinished work: a practical look at hybrid retrieval, context, inference budgets, agent verification and long-term memory.
# Project practice
8 articles
With DeepSeek's update, I want to know whether there will be less rework
DeepSeek Search and Fetch fit into a writing workflow. What matters to me is reading the sources, checking the facts and saving time all the way through revision.
AI is splitting up the work. I'm more interested in who finishes the job
ChatGPT's parallel agents, Cursor's cloud environments, Gemini's Minecraft team and Claude's quantum circuits: what I'd want before using them in my own projects.
I Want to Build an E-Ink Dashboard with AI
How I would build an AI-assisted e-ink dashboard: cloud rendering, sensible refresh intervals, stale-data warnings and a small first version.
The More I Develop with AI, the Less I Skip the Process
What improving my own blog taught me about AI development: clear requirements, small changes, meaningful tests and live verification.
How I’ve Improved My Blog with GPT, One Step at a Time
How I use GPT for readable pages, multilingual SEO, search submissions and WeChat drafts—and how I check the results.
WorkBuddy or Codex? Choose by the Work You Need Done
A practical guide to office files, code projects, better task instructions, handoffs and the real cost of using WorkBuddy and Codex.
FDE, Part 5: A Learning Path and Projects That Show Delivery Skills
Build software, business understanding and AI-system experience into a project others can run, evaluate and maintain.