AI圈报教程 / 实战普通
I gave my AI agent a memory. It started seeing patterns that weren't there.
内容摘要
Memory is the feature everyone wants to add to their agent: remember what happened, stop repeating...
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教程 / 实战普通
Stop telling agents not to do dangerous things. Remove the capability instead.
In April 2026, a Cursor agent running Claude Opus 4.6 deleted a startup's production database. The...
信息来源：DEV Community · Claude / Cursor
教程 / 实战普通
Reading Agent Transcripts for Real Observability, Without Instrumentation
What an agent's transcript can and cannot tell you, and how to spot hedged claims, missing output contracts, and silent errors just by reading it.
信息来源：DEV Community
教程 / 实战普通
I deleted plan.md. My AI agent now plans, logs and proves its work in one file.
One progress file, a timeline pane beside the chat, and the rule that a box is ticked only with proof.
信息来源：DEV Community
教程 / 实战普通
WeKnora: turn scattered documents into one queryable knowledge system
WeKnora Most teams do not have a knowledge problem. They have a scattered documents...
信息来源：DEV Community
教程 / 实战普通
Allow, Ask, or Block: The Week Agent Security Moved to the Action
Allow, Ask, or Block: The Week Agent Security Moved to the Action The security...
信息来源：DEV Community
教程 / 实战普通
When did you last code a project fully by hand ?
Recently I attended my first AI meetup in my city and I loved it really loved it. I walked out with...
信息来源：DEV Community
教程 / 实战普通
My bug reproduction agent trusts the container, not the model
A quick update since this first went up on AWS Builder Center on Nov 6: Phase 3 passed its gate that...
信息来源：DEV Community
教程 / 实战普通
How I Handle Ambiguous API Timeouts in an AI Video App
A video-generation request times out. There is no task ID in the response. Should the application...
信息来源：DEV Community
教程 / 实战普通
Don't Write More Prompts. Install These 10 Trending 'Skills' Instead
I found 10 trending skills on GitHub that can boost your agent power a lot, and I had to test them...
信息来源：DEV Community
教程 / 实战普通
Stop Blaming the LLM: Why Most RAG Failures Are Retrieval Architecture Problems
Every time an enterprise Retrieval-Augmented Generation (RAG) system produces a hallucination, drops...
信息来源：DEV Community