– argues for MCP
– quote gets taken completely out of context gotta love HN (i think MCP can be useful but not for all use cases, hence the quote taken completely out of context)
PROMPT ENGINEERING
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MCP Useful Tool But Not Universal Solution
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Reasoning Emergence in LLMs Pre-training and Q&A Data
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You mean that reasoning may emerge from pre-training itself? I think that current-gen LLMs are capable of some reasoning w/o explicit reasoning methodology applied to them. But then, the tricky part is most LLMs nowadays have Q&A data in their pre-training set. And if you think
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LLM Prompt Classification and Reasoning Toggle Strategies
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Yeah, it's going to be interesting. You can do it either with 1) a 2nd cheap LLM that classifies the prompt as "reasoning" / "non-reasoning" and then modifies the system prompt and/or adds a special token as a toggle
2) do RLFH-style preference tuning to teach the LLM when to -
LlamaCoder: The Future of Directing Code Over Writing
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While LlamaCoder helps you generate an entire prototype application from prompts. Again, the future of coding might be more about directing than writing code.
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ALX AI 4-Week Journey: Practical Tools for Real-World Problems
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And just like that, my 4-week ALX AI journey has come to an end! Week 4 was the perfect finale, exploring powerful AI tools that I can immediately apply to real-world problems. Here's what we discovered in our final week…
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Learning Programming Top-Down Approach With LLMs
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I learned programming by memorizing endless syntax and lots of behind the scenes concepts (that I never used once the classes were over) before building anything meaningful. But with LLMs, there’s a whole new “top-down” way to learn: start with an idea, build the foundation
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Optimizing Prompts for AI Agent Performance
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Better Prompts = Better AI Results AI agents are powerful, but garbage in = garbage out. Use these expert prompts, and watch your AI agents work like highly paid employees.
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Using AI Personal Assistants for Weekly Task Planning
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9. AI Personal Assistant (Rewind AI, Clara AI, ChatGPT Personal AI) Prompt: "Plan my week based on these tasks: [list of tasks]. Prioritize the most important and suggest time slots for each."
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Practical Prompting for AI Finance Agents
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7. AI Finance Agent (Vic. ai, Brex AI, Ramp AI) Prompt: "Analyze my monthly business expenses and suggest areas to cut costs. Provide a summary with action steps."
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Using AI Coding Agents for Task Automation
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6. AI Coding Agent (GitHub Copilot, OpenAI Codex, Tabnine) Prompt: "Write a Python script that automates [specific task]. Comment each step for clarity."