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💿2010.12.22 Release💿 URATA NAOYA feat. ayumi hamasaki ✨『Dream ON』✨ リリースから14年… 今もこれからも大切な曲。 #浦田直也# #浜崎あゆみ# #uratanaoya# #ayumihamasaki# #DreamON# MVはコチラから⬇️ ▶️
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Anthropic just published an engineering guide on how to build always-on agents. The biggest misconception: an always-on agent does NOT run 24/7. It sleeps almost all day, wakes up for short runs, saves state, and goes back to sleep. The 5 core pieces I distilled: 1. Event Inbox Put a database table between webhooks and your agent. Acknowledge webhooks fast, run only one active worker per user so runs never collide, and batch rapid messages together. 2. Timers Keep timers in a separate table from the inbox. Split them into one-off follow-ups and recurring schedules. A background poller drops due timers into the inbox. 3. Lean Memory + Dreaming Only store what cannot be looked up again: user instructions, user notes, past messages, and task progress. Load a small index at wakeup, not every file. Run periodic dreaming passes to clean out stale facts. 4. Unattended Permissions Never put raw API keys inside the agent sandbox — inject them through an outside proxy. Use Deferred Tool Calls to pause risky actions for approval without blocking the worker. 5. Outbox Queue outgoing replies so your agent paces notifications instead of spamming users at 3 AM.
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A hauntingly cinematic night where shadows come alive… and the ghost might be closer than you think 👻🌙 The moody colors and eerie lighting make every shadow feel like a story. 🎬 Created with AI @dreamina_ai #dreamina# #dreaminacreators#
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His talk on memory + “dreaming” is tomorrow 12:35 — don’t miss it.
Plushie! Malfoids & Pottah!! o(>ω<)o Malfoid tentou surpreender, porém...!!! ✨ #Malfoid# #harrypotter# #chibi# #DreaminaCPP# #Dreamina# @dreamina_ai
On certain mornings, the air arrives like a small, generous gift. Good morning world ✨ What refreshing moment do you need today? Midjourney • Seedance @dreamina_ai #DreaminaCPP#
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I love Gacha 😂🔥 Trying the Sport All-Star this time 👀 $100 in. Let’s see what I get 💸 Dreaming of finally pulling an Epic 🙏🔥 Just use Jupiter 🪐💚 @JupiterExchange @JUPCommunity
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Anthropic 的工程师说:我们内部已经不怎么写 prompt 了,写的是循环。 她在台上花了半小时,展示了 Claude 团队如何创建能够自我提示的循环。 如果这堂课卖 400 刀,今年 Agent 课的榜单大概就是它。但它是免费的。 真正拉开代际差距的,不是谁的 Prompt 写得好,而是Agent系统架构彻底换了: 1. 记忆从一份 CLAUDE.md,进化成 Agent 自己读写的 memory/ 目录 2. 记忆待在对话里会烂掉:注意力被劈开,规律被埋住,旧笔记还在自信地用错 3. 白天各 Agent 把进展写进团队记忆 4. 夜里再跑一轮 dreaming:核对、整理、补全。第二天开工的那个,自动比昨天聪明一点 数据结果也很直观:一次通过的错误少了 97%,验收快了 30%。人回去看产品,不再一直盯着提示词。 提示词是一次性的,而循环能够持续执行。 差的不是你会不会问。 是你的 Agent 睡一觉之后,还记不记得昨天学到的东西。
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If you’re feeling tired, here’s a little moment of peace for you. I hope you can rest and feel refreshed. 🤗✨️ 🎥 dreamingtideart (IG)