Single Prompt -> Multi Agent -> LangGraph This is a very common trend we see among agent developers Our most recent blog post with Rexera (real estate agent) highlights this The journey goes like this: Start with a single prompt, which: "struggled with the complexity of
PROMPT ENGINEERING
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LLM Evaluation Guide: Benchmarks, Human Eval, and Judge Methods
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Clémentine, @huggingface
's evaluation expert, made an excellent guide about LLM evaluation. It covers automatic benchmarks, human eval, and LLM-as-a-judge, including tips and tricks to create your own evals. -

CursorCore: AI Programming Assistant for Code Alignment
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CursorCore
— AK (@_akhaliq) 10 octobre 2024
Assist Programming through Aligning Anything pic.twitter.com/gTsCbAuCoRCursorCore Assist Programming through Aligning Anything
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AutoDAN-Turbo: Agent for LLM Jailbreak Strategy Self-Exploration
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AutoDAN-Turbo
— AK (@_akhaliq) 10 octobre 2024
A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
AutoDAN-Turbo persistently attempts jailbreaking against various malicious requests. Throughout this ongoing endeavor, it progressively discovers and evolves increasingly complex jailbreak… pic.twitter.com/TZzO7WfCpGAutoDAN-Turbo A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs AutoDAN-Turbo persistently attempts jailbreaking against various malicious requests. Throughout this ongoing endeavor, it progressively discovers and evolves increasingly complex jailbreak
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Multi-agent workflows update: parallel tool use control
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sneaky big update to support agent/multi-agent workflows disable_parallel_tool_use: i often want agents to make one (and only one) tool call consecutive user/assistant messages: often happens in multi-agent situations
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Claude’s Speech-to-Text Experiment Ongoing
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There is an ongoing experiment associated with speech-to-text on Claude
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Using AI to Create Structured Learning Plans
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10/ Learning New Skills. The Prompt: "Create a step-by-step learning plan to master [Input: Skill or Topic], including resources and practice exercises."
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Prompt Engineering: Business Proposal Generation
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9/ Proposal Writing. The Prompt: "Draft a business proposal for [Input: Business Idea], including objectives, strategies, and potential outcomes."
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Prompt for AI-Assisted Code Debugging
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8/ Code Debugging.
— God of Prompt (@godofprompt) 9 octobre 2024
The Prompt:
"Identify and fix bugs in the following code snippet: [Input: Code Snippet]. Provide an explanation of the solution." pic.twitter.com/DuPa2cxjE88/ Code Debugging. The Prompt: "Identify and fix bugs in the following code snippet: [Input: Code Snippet]. Provide an explanation of the solution."

