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Sharing insights on learning, data-driven innovation, AI thinking and my life
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Everyone's Building AI Agents Now — Here's What the Training Didn't Tell You
My company's internal AI agent builder training was fantastic. But after the demos ended, I started thinking about who these tools actually serve, what they're genuinely good at, and where the gaps still hide. A practitioner's reality check on enterprise AI democratization.
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AI in Government Public Services: How Risk Management Is Getting a Serious Upgrade
A practical look at how AI is transforming government public services - from tax compliance and fraud detection to taxpayer experience. Real use cases, real ROI numbers, and what IT teams should know about this fast-moving space.

Everyone Can Build an AI Agent Now — But Should They?
Configurable AI agent platforms from Microsoft, Google, and AWS promise no-code agent building. But the gap between drag-and-drop demos and production-grade agents is wider than the marketing suggests. A deep dive from chatbots to autonomous agents.

Cutting My AI Image Bill by 92%: A Developer's Guide to Smart Image Generation
How I moved from spending a euro per blog post on Gemini 3 Pro to a hybrid Gemini 2.5 Flash + Replicate FLUX setup that costs almost nothing — without sacrificing quality where it matters.

12 SEO Sins in My Next.js Blog (And How I Fixed Every One)
I checked Google Search Console and the numbers were embarrassing. Broken hreflang, wasted crawl budget, a sitemap Google refused to read — here are the 12 SEO issues I found in my Next.js blog and how I fixed each one, explained for humans.

音乐与记忆32:数据的尽头,是那年上海深夜的晚风
ChatGPT可以帮我做装备抉择,Claude Code可以帮我把工作效率拉满。但它们永远算不出,那个独自骑着单车穿过上海深夜街道的瞬间,到底值多少算力。
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