AI圈报教程 / 实战普通
Building my own trading platform, three rebuilds in
内容摘要
I traded forex and crypto manually for years and lost money doing it. Looking back, my strategies...
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教程 / 实战普通
Your agent keeps guessing your conventions. Write the file it actually reads.
Every team I have watched adopt Cursor, Claude Code or Codex hits the same wall in week two. The...
信息来源：DEV Community · Claude / Cursor
教程 / 实战普通
Building a Robust Agent Evaluation Framework: Lessons from Real-World Failures
Discover why your current LLM agent eval suite is broken. Learn to build a comprehensive evaluation framework based on 7 real-world failures and secure deployment patterns.
信息来源：DEV Community
教程 / 实战普通
My AI Agent's Skill Declared Nothing. It Still Read 9 Files, Ran 7 Processes, and Got Blocked 3 Times.
I gave an AI agent a code-review skill. It never mentioned touching the filesystem or spawning...
信息来源：DEV Community
教程 / 实战普通
The Estian Tattler: a gossip rag for my RimWorld colony that has to cite the save file
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange I'll be...
信息来源：DEV Community
教程 / 实战普通
Multi-Reward Reinforcement Learning for LLM Agents: Comparing PPO, GRPO, DAPO, and GDPO
GDPO vs GRPO, DAPO and PPO for multi-reward agent post-training: normalization math, scale dominance, reward collapse, and benchmark results.
信息来源：DEV Community
教程 / 实战普通
I spent a week teaching my Mac app to remember what I meant last Tuesday
This happens to me about four times a day. I find a bug. I explain it to my coding agent. We fix...
信息来源：DEV Community
教程 / 实战普通
I switched my nine broken RimWorld mods back on to see if an agent could find them
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
信息来源：DEV Community
教程 / 实战普通
12 Prompt Habits to Change for Claude Opus 5.5
Opus 5.5 does more on its own. Most of the gains come from telling it less, and telling it more clearly when it's done.
信息来源：DEV Community · Claude
教程 / 实战普通
AI Agents vs Traditional Automation: What's Actually Different for Security
The real security difference between an AI agent and traditional automation is not "smart vs dumb"....
信息来源：DEV Community
教程 / 实战普通
My RAG evaluation was lying to me, twice!!
I built the usual thing: a CLI that ingests documents, embeds them, and answers questions with...
信息来源：DEV Community