@elder_plinius do you have the system prompts for background agents?
PROMPT ENGINEERING
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Framing ChatGPT as an Executive Co‑Pilot
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Using ChatGPT this way turns it into an executive co-pilot, not a chatbot. Print these and hang them up.
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Claude evolving into a developer platform with dev features
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Prompt caching, code execution, MCP support… Claude is basically a dev platform now, not just a model.
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Claude 4 positioned as an AI teammate with IDE integration
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7. What this means: Claude 4 is more than a model it's an AI teammate.
It reasons. It remembers. It writes real code.
And it fits directly into your IDE. This is what AI-first software looks like. Start now: -
Anthropic releases Claude 4 — powerful coding model with tools and memory
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Holy sh*t… Anthropic just dropped Claude 4 and it's the world's most powerful coding model.
— God of Prompt (@godofprompt) 23 mai 2025
It codes for hours, thinks with tools, and remembers what you told it.
Here’s everything you need to know: pic.twitter.com/J3uXuQHLS7Holy sh*t… Anthropic just dropped Claude 4 and it's the world's most powerful coding model. It codes for hours, thinks with tools, and remembers what you told it. Here’s everything you need to know:
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Soft Thinking: Enhancing LLM Reasoning in Continuous Concept Space
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Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
Paper: https://
arxiv.org/pdf/2505.15778
.pdf
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Code: https://
github.com/eric-ai-lab/So
ft-Thinking
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Page: https://
soft-thinking.github.io -
Prompting techniques for better AI tool use behavior
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You can prompt for the behavior by asking it to think in between making tool calls too. With a question like the one in your original example, it may be erring on the side of undersearching since it doesn't necessarily need real time info on this task
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Extended Thinking Automatically Activates for Complex Requests
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With extended thinking on it will automatically do it if the request is complex enough. It's not technically in the chain of thought but it interleaves chain of thought between tool calls
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Works for AI agents, Custom GPTs and scripts
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Works like a charm for AI agent workflows, Custom GPTs or if you’re implementing AI in your custom scripts.
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10²³ Agentic AI Workflows: Finding What Actually Works
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10²³ possible agentic AI workflows.
— DataRobot (@DataRobot) 22 mai 2025
One way to find what actually works.
Coming May 28. pic.twitter.com/ZPlflbZFNB10²³ possible agentic AI workflows.
One way to find what actually works.
Coming May 28.