Unveiling the true potential of technology✨
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.

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.
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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.

I Gave an RFP to Four AI Agents — They Debated Like a Real Team
Claude Code's new agent teams feature lets multiple AI instances work as a coordinated team — with a lead, shared tasks, and direct messaging. I tested it on an RFP review and the results were surprisingly good. Here's how it works, what it costs, and when you should (and shouldn't) use it.

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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