AI圈报教程 / 实战普通
Multi-Agent Debate Sharpens the Explanation, Not the Decision
内容摘要
When an autonomous agent makes a bad call, the standard architectural reaction is to give it a...
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Your agent keeps guessing your conventions. Write the file it actually reads.
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My AI Agent's Skill Declared Nothing. It Still Read 9 Files, Ran 7 Processes, and Got Blocked 3 Times.
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Building my own trading platform, three rebuilds in
I traded forex and crypto manually for years and lost money doing it. Looking back, my strategies...
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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...
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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.
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教程 / 实战普通
I spent a week teaching my Mac app to remember what I meant last Tuesday
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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 ...
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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.
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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