AI圈报教程 / 实战普通
Shipping faster with AI isn't engineering maturity. It's a demo that hasn't met year two yet.
内容摘要
Every AI rollout comes with a dashboard. PRs merged per week, time from ticket to prototype, model...
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I built an AI browser extension in a month with an AI coding assistant. The code was the easy part.
Store reviews, users who couldn't reach the store, payments and analytics. What building a solo AI side-panel extension actually took.
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I Built an AI Chinese Tutor That Actually Knows the HSK Syllabus
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The biggest enterprise integration risk in 2026 is not AI. It is operational neglect. This week,...
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A Benchmark Card Makes an Agent Score Auditable
A published coding-agent score describes one frozen task slice, and it does not describe an entire...
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Seu classificador de intenções é 12 pontos pior em português: um benchmark de Laya, Strands Decider e embeddings Qwen3
Um benchmark reprodutível de pequenos modelos de decisão e de embeddings para classificar o objetivo do cliente em português do Brasil, e o que uma tradução paralela para o inglês revela sobre o custo do idioma.
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教程 / 实战普通
Your intent classifier is 12 points worse in Portuguese: benchmarking Laya, Strands Decider and Qwen3 embeddings
A reproducible benchmark of small choice deciders and embeddings for customer-goal classification in Brazilian Portuguese, plus what a parallel English translation reveals about the cost of language.
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From Finance to AI Engineering: 6 lessons I learned building a Multi-Agent Support system on Amazon Bedrock AgentCore
After ten years in asset management, I started a full-stack developer path in 2024 and spent my time...
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I gave an AI my first app spec. It cut half of it and took the other half too literally
A native app on both stores, in five languages, built by one person with an AI as the developer. This...
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Retrieval confidence can't tell your RAG chatbot when the answer is missing
I ran 65 questions against our own knowledge base and checked which ones the retrieved text actually...
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AgriSensa Garden Studio: Spatial Precision Garden Planner with Open-Source AI & Digital Twin
"Design on your screen. Step outside with your tape measure. Touch the soil. Grow together." This...
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