https://zykdata.cn/en/blog/ Ktao's blog: Coding Agent workflows, project retrospectives, and product thinking en-us Fri, 21 Aug 2026 00:00:00 +0800 https://zykdata.cn/en/blog/2026-08-21-medical-student-ai-half-year.html https://zykdata.cn/en/blog/2026-08-21-medical-student-ai-half-year.html Fri, 21 Aug 2026 00:00:00 +0800 From first experiencing Gemini 3, creating Ling Lan and the OpenClaw memory system through AI-assisted implementation, to entering a real company, going through a silent failure, returning to school for exams, and choosing a direction again. This is a clinical medicine student's real record of the past half year. https://zykdata.cn/en/blog/2026-08-08-personal-site-geo-zero-cost.html https://zykdata.cn/en/blog/2026-08-08-personal-site-geo-zero-cost.html Sat, 08 Aug 2026 00:00:00 +0800 No paid GEO services needed — set up robots.txt and sitemap with an AI-assisted agent, complete Google and Bing registration yourself, then verify the results with indexing data and AI bot logs. https://zykdata.cn/en/blog/2026-08-01-dashboard-recovery-storm.html https://zykdata.cn/en/blog/2026-08-01-dashboard-recovery-storm.html Sat, 01 Aug 2026 00:00:00 +0800 I cannot code independently, but with Claude Code I built a system that is running in real use. A network failure taught me that “fixed” is only where verification begins. https://zykdata.cn/en/blog/2026-07-27-coding-agent-teardown.html https://zykdata.cn/en/blog/2026-07-27-coding-agent-teardown.html Mon, 27 Jul 2026 00:00:00 +0800 Starting from "large models can only spit out text," I take apart the loop, tools, memory, permissions, and observability of seven products—Claude Code, Codex, Cursor, Kimi Code, OpenCode, Grok Build, and Pi—and use real data from over 20,000 tool calls to answer one question: why can you increasingly not tell what the agent is doing. https://zykdata.cn/en/blog/2026-07-24-claude-gap-day.html https://zykdata.cn/en/blog/2026-07-24-claude-gap-day.html Fri, 24 Jul 2026 00:00:00 +0800 After watching Ji Yichao's interview, some casual thoughts on Agents, products, and personal ability. https://zykdata.cn/en/blog/2026-07-11-about-me.html https://zykdata.cn/en/blog/2026-07-11-about-me.html Sat, 11 Jul 2026 00:00:00 +0800 The long-version self-introduction — I'm not a trained programmer; this is how I went, step by step from the start of the year to now, from nothing to someone who can take part in real delivery. https://zykdata.cn/en/blog/2026-07-05-silent-failure.html https://zykdata.cn/en/blog/2026-07-05-silent-failure.html Sun, 05 Jul 2026 00:00:00 +0800 What a data-sync incident taught me about the observability trio - alert on failure, heartbeat on success, read back your data. https://zykdata.cn/en/blog/2026-04-25-one-person-ai-team.html https://zykdata.cn/en/blog/2026-04-25-one-person-ai-team.html Sat, 25 Apr 2026 00:00:00 +0800 Starting from content, information organization, and operations workflows, this post talks about how someone from a non-technical background can extend their execution capacity with AI's help — AI-assisted, not AI-replaced — and the human boundaries that must be kept in place. https://zykdata.cn/en/blog/2026-03-27-natural-language-new-programming-language.html https://zykdata.cn/en/blog/2026-03-27-natural-language-new-programming-language.html Fri, 27 Mar 2026 00:00:00 +0800 People who can't code can still describe requirements and validate prototypes with natural language, but actually shipping something still requires testing, boundaries, and taking responsibility for the results. https://zykdata.cn/en/blog/2026-03-13-openclaw-digital-employee-talk.html https://zykdata.cn/en/blog/2026-03-13-openclaw-digital-employee-talk.html Fri, 13 Mar 2026 00:00:00 +0800 A talk for a business audience: AI's value isn't just answering questions — it's entering concrete workflows and taking on repetitive, clearly-defined execution work. https://zykdata.cn/en/blog/2026-02-26-xiaohongshu-matrix-story.html https://zykdata.cn/en/blog/2026-02-26-xiaohongshu-matrix-story.html Thu, 26 Feb 2026 00:00:00 +0800 From data collection, to a Feishu content hub, to browser automation for publishing — a retrospective on a project built entirely by directing AI-generated code. https://zykdata.cn/en/blog/2026-02-24-vibe-coding-lessons.html https://zykdata.cn/en/blog/2026-02-24-vibe-coding-lessons.html Tue, 24 Feb 2026 00:00:00 +0800 Logic first, code second; small iterative steps; CLI before UI; checking for hallucinations; and knowing when to stop patching and start over. https://zykdata.cn/en/blog/2026-02-04-openclaw-memory-story.html https://zykdata.cn/en/blog/2026-02-04-openclaw-memory-story.html Wed, 04 Feb 2026 00:00:00 +0800 Starting from a real pain point around chaotic memory, an attempt to design an agent's long-term memory using layered storage, Fact/Belief, decay, and consolidation. https://zykdata.cn/en/blog/2026-01-28-windows-claude-code-install.html https://zykdata.cn/en/blog/2026-01-28-windows-claude-code-install.html Wed, 28 Jan 2026 00:00:00 +0800 The full process of installing Claude Code in a Windows terminal, plus common problems with Node.js, Git, environment variables, and service configuration.