AI圈报教程 / 实战普通
Building Panopticon: A Local-First CVE Intelligence Map with Tauri 2 + Rust + Python
内容摘要
Vulnerability triage today is browser tab soup. NVD in one tab. Vendor advisory in another. CISA KEV...
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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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教程 / 实战普通
From Job Scraper to Production AI System: Building ApplyLens AI
Job searching started feeling like a second job. I was jumping between different job sites and ATS...
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教程 / 实战普通
To Retry or Not to Retry? That Is the Question.
This is a submission for the Kaggle Benchmarking Challenge Those who read my articles know that a...
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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.
Every AI rollout comes with a dashboard. PRs merged per week, time from ticket to prototype, model...
信息来源：DEV Community
教程 / 实战普通
AgentToolEval: Grading How LLM Agents Use Tools, Not Just What They Answer
Written for: dev.to readers and the Kaggle Benchmarking Challenge judges. I kept your format and...
信息来源：DEV Community
教程 / 实战普通
Why Multi-Agent Workflows Break in Production (And How to Build Predictable Loops)
Most multi-agent demos fail the moment you put them in front of real production traffic. They work...
信息来源：DEV Community
教程 / 实战普通
I Turned 149k Messy Images into an Offline Recognition System
Training an on-device YOLO26n food detection model from scratch across multi-source datasets I set...
信息来源：DEV Community
教程 / 实战普通
The True Cost of 50,000 Words: Why Most AI Voice Platforms Break Past 60-Second Clips
Beyond 30-second TikTok demos: A transparent cost and fatigue breakdown of rendering long-form...
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教程 / 实战普通
Video Depth Estimation in the Browser: Building with WebGPU and Depth Anything V2
An ordinary video records color and motion, but it does not explicitly tell an editor which pixels...
信息来源：DEV Community