AI圈报教程 / 实战普通
Every LLM I tested would help my mother prepay a fake OLX seller
内容摘要
This is a submission for the Kaggle Benchmarking Challenge Ask a model "is this a scam?" and nearly...
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When code breaks, you can't simply say, "AI did that."
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I Replaced All My Hooks With Mods. Here's What Changed.
I had five settings hooks. A guard that blocked rm -rf. A logger that recorded every file edit. A...
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Anatomy of a Local OCR Pipeline: Persistent Process, Idle Recycling, and Putting the Translation Back on the Image
I build yyzTools — a free, local-first Windows toolkit that folds 40+ tools into one installer. Its...
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My AI agents didn't fake citations. One in four still didn't hold.
This is a submission for the Kaggle Benchmarking Challenge What I learned turning the audit of my...
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MCP Connected Your Tools. It Didn't Fix Your Agent's Memory.
Model Context Protocol standardized how agents reach tools. It was never designed to answer what an...
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Why your centralized orchestrator is a single point of failure and the three patterns that replace it
I spent a weekend watching a multi-agent research pipeline die because one pod restarted. Not the...
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I Let an AI Agent Move My Production SaaS to a New Server. Here Is What It Actually Did
I run Convertica, a small PDF toolkit: Django, Celery, Redis, Postgres, Nginx and LibreOffice, all in...
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You do not need a vector database for your first RAG chatbot
For forty pages, or four hundred, BM25 keyword scoring, a synonym list and a pinned rules block are usually enough.
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The AI API Was the Easy Part: Building a Production AI SaaS with Queues, Provider Abstraction, and Billing
When I started building AI Music, the core workflow looked almost trivial: User prompt ...
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How I Built an AI Coach: Claude + Garmin, Yazio and FitDays via MCP, with a Git Repo as Memory
The starting point My Garmin watch knows how much I sleep and tracks all my health...
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