Our Nano Banana Pro model has many layers, to enable this sort of output. https://
x.com/jsonprompts/st
/jsonprompts/status/1991626524118941801
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CODE
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Nano Banana Pro Model Architecture Layers Explained
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System Prompt Changes Improve AI Reinforcement Learning Results
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It turns out we can. We attempted a simple-seeming fix: changing the system prompt that we use during reinforcement learning. We tested five different prompt addendums, as shown below:
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Is MCP Slop or Kino? A Controversial Take
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heres the 🌶️ take that was too hot for the morning keynote:
— swyx 🐣 (@swyx) 21 novembre 2025
is MCP slop or kino? https://t.co/ol2zndPNlpheres the take that was too hot for the morning keynote: is MCP slop or kino?
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Model-Powered Prompt Harness Prototyping Strategy
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Just calling my shot here… I’m pretty confident in this. Someone can prototype this today (maybe I will!) by having a model write a harness for a given prompt in Python, slot that into a @daytonaio sandbox or something similar, and then passing the prompt to the harness.
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Self-Orchestrating Agents: The Next LLM Performance Breakthrough
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Agents that natively self-orchestrate, managing their own context, tools, and sub-agents, are the next big unlock in LLM performance. Right now, a skilled engineer building an optimized harness, with thoughtful data flow, separation of concerns, sub-agent management, etc., can
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Prompt takes screenshots, adapts to new design, tracks progress for full website
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this is cool. this prompt also can:
— God of Prompt (@godofprompt) 21 novembre 2025
1/ take your screenshots
2/ adapt them to new design
3/ track progress to build full website https://t.co/satdzGzAQJ pic.twitter.com/ttEPbk1KPPthis is cool. this prompt also can: 1/ take your screenshots
2/ adapt them to new design
3/ track progress to build full website -
Guide to using GitHub with Replit/Cursor for Gemini production
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Ask gemini to prepare you a guide how to put it on Github Then you can use Replit/Cursor and import it there straight from github intergration. Replit is easier to go to full production
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Script Bot Creator Now Available Web Desktop Platforms
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Script Bot Creator is initially available on web and desktop (mobile support soon). Any script bot will immediately work on all platforms and you can use them in group chats with up to 200 people. To read the full blog, visit: https://
poe.com/blog/introduci
ng-script-bots
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Join Poe Discord to Showcase Your AI Bots
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To showcase your bots, ask questions, and/or share feedback, join our Discord: https://
discord.com/invite/joinpoe. We can’t wait to see what you create! (9/9) -
Script Bot Creator Powers Automated Workflow Development with Claude
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When using Script Bot Creator, you can specify preferred models. For complex workflows, you can follow up with more prompts to iteratively increase your bot’s capabilities. Script Bot Creator is powered by Claude Code and writes and tests code directly inside Poe chat. (5/9)