AI圈报教程 / 实战普通
The path to AI FDE #01: Anatomy of an LLM app request
内容摘要
I've spent 8+ years building React/TypeScript front ends. Now I'm learning applied AI in public,...
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教程 / 实战普通
Your vision model cannot see a broken layout. Measure the pixels instead.
A vision model said the layout was fine while the footer was missing. How a pixel-level gate replaced it: per-line margins, CDP screenshots and a control that actually fails.
信息来源：DEV Community
教程 / 实战普通
How I Built a Business Solving Apple's Missing AirTag Feature: AirTag Location History
Originally published on my Substack. This week I launched airtaghistory.com. It keeps the AirTag...
信息来源：DEV Community
教程 / 实战普通
Expose a React Workflow to AI Agents with WebMCP
A person opens a trip draft and asks an assistant: Prepare my SFO to JFK trip for November 12–15,...
信息来源：DEV Community
教程 / 实战普通
Beyond Tokens: Can AI Agents Learn to Communicate Through Latent Representations?
Exploring communication efficiency in cooperative artificial intelligence. Introduction:...
信息来源：DEV Community
教程 / 实战普通
Four models, one job each: what our own logs say about splitting the work
Most people pick one model and ask it to do everything. We stopped doing that months ago, mostly...
信息来源：DEV Community
教程 / 实战普通
Can This Discount Actually Make Money? Building HustleRadar with Gemma 2 and SerpApi
HustleRadar: A Human-in-the-Loop AI Workspace for Safer Resale Decisions What I...
信息来源：DEV Community
教程 / 实战普通
Developers Won't Benefit Most From AI. Business People Will.
We assumed AI would give developers an unfair advantage. But the people actually winning with AI aren't always the most technical ones.
信息来源：DEV Community
教程 / 实战普通
PromptShield AI: Zero-Leak Local Redaction & Prompt Hardening Engine for Open-Weight Models
A local-first, zero-telemetry PII and secrets redaction proxy with bidirectional rehydration for open-weight models (Gemma, Llama, Mistral).
信息来源：DEV Community · Llama / Mistral
教程 / 实战普通
AI Agents Broke Into 100+ Sites at About $50 Each. The Confirmed One Used Old PHP Flaws
Reuters says AI agents run from exposed open-source panels breached 100+ sites at about $50 each. The one break-in NorForge verified used old PHP flaws.
信息来源：DEV Community
教程 / 实战普通
We tested every small model our camera agent uses on a 4-core CPU. The bigger model lost.
Tool calling, vision, speech to text, text to speech and search, measured on 4 vCPUs with no GPU. The harnesses are open so you can rerun them.
信息来源：DEV Community