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Friday 28 August 2026 15:34:45 GMT
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Agent memory is not a bigger context window. It's a read-and-write system — and most people only build the read half. Wrong question:
Agent memory is not a bigger context window. It's a read-and-write system — and most people only build the read half. Wrong question: "how do I give the agent more history?" Real question: "what gets retrieved, and what earns the right to be stored?" One request: "Plan my Austin → NYC trip like last time." 🗂 FOUR STORES, not one blob. Working — the current task, this turn only. Episodic — what happened before. "Last trip: JFK" Semantic — durable facts. "Prefers aisle" Procedural — rules and skills. "Travel policy" 🔎 READ — the reader searches only the three long-term stores. Working memory isn't searched; it already holds the turn. Three cards come back. Everything else stays dark. 🧾 CONTEXT — the request on top, three retrieved rows underneath. That's it. Left out: hotel dates, home city, the 14-day rule, 900 other memories. 🛠 ACT — search_flights() → Morning · aisle · JFK. The action is downstream of what was retrieved, not of what the model "knows." ✍️ WRITE — three candidates hit a gate. "Flights < 10 AM" → SAVED. Durable. "Price today: $312" → DROPPED. True for an hour. "Loading status..." → DROPPED. True for a second. The survivor writes back into Semantic. 👀 The half nobody builds: the write gate. Retrieval gets the attention, but an agent with no gate saves everything, and an agent that saves everything retrieves garbage next week. Your recall problem in month three is a write-discipline problem from month one. The rule: memory is what survived a filter twice — once on write, once on read. Most "memory" is just the whole transcript re-stuffed into every prompt. That's not memory, that's a bigger bill. Send this to whoever is about to raise their context limit instead. 📸 Screenshot the last frame — four stores, one gate, the full loop. Follow @hackproduct — scary AI concepts, made shippable. ⚡ . . #agentmemory #AIagents #agenticAI #contextengineering #AIengineering
فقدت نفسي لما صِرتُ أتبعها فعظم الله اجري في الذي فُقدَ قلبي وروحي وحُبٌ كان يجمعُنا ألا تعود سألنا الواحد الأحد . . . #اصالة_نصري_فقدت_نفسي 2022 كلمات : #حذيفه_العرجي الحان : #رامي_الشافعي #فقدت_نفسي_لما_صرت_اتبعها #خيول
فقدت نفسي لما صِرتُ أتبعها فعظم الله اجري في الذي فُقدَ قلبي وروحي وحُبٌ كان يجمعُنا ألا تعود سألنا الواحد الأحد . . . #اصالة_نصري_فقدت_نفسي 2022 كلمات : #حذيفه_العرجي الحان : #رامي_الشافعي #فقدت_نفسي_لما_صرت_اتبعها #خيول
#أغسطس #أمطار_أغسطس#فيفاء#جبال_فيفاء
#أغسطس #أمطار_أغسطس#فيفاء#جبال_فيفاء
Episode 12
Episode 12
#fyp #fyyyyyyyyyyyyyyyy #viraliza #memes
#fyp #fyyyyyyyyyyyyyyyy #viraliza #memes


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