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  • All (20931) +237
    • AI (3154) +13
    • DevOps (932) +6
    • Software (11018) +167
    • IT (5778) +50
    • Education (48)
  • Notice
  • All (20931) +237
  • AI (3154) +13
  • DevOps (932) +6
  • Software (11018) +167
  • IT (5778) +50
  • Education (48)
  • Notice
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  • 1 week ago · ai

    The 2M Token Trap: Why 'Context Stuffing' Kills Reasoning

    markdown ! https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2...

    #LLM #context window #token limit #prompt engineering #reasoning #AI performance
  • 1 week ago · ai

    Why Your AI Agents Need a Shell (And How to Give Them One Safely)

    Claude Code — A New Take on Agent Architecture Claude Code changed how I think about agent architecture. It outperforms agents loaded up with 50 different MCP...

    #AI agents #Claude #agent architecture #shell integration #prompt engineering #tool sprawl #vector search #prompt stuffing
  • 1 week ago · ai

    Building Reliable RAG Systems

    !Cover image for Building Reliable RAG Systemshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-...

    #retrieval-augmented generation #RAG #chunking #retrieval #reranking #large language models #LLM engineering #prompt engineering
  • 1 week ago · ai

    All you need to know and to get started building your first MCP 🤖

    What is MCP? Definition and basic overview Model Context Protocol MCP is a standard method for connecting AI applications with external systems—databases, func...

    #Model Context Protocol #MCP #AI integration #tool calling #prompt engineering #ChatGPT #Grok #context-aware AI
  • 1 week ago · ai

    Upskilling in AI: Unconventional Prompt Use

    AI Is Everywhere – And So Is the Need to Adapt AI is all the rage right now and is being applied to every facet of life. Everywhere you turn, AI is often stari...

    #prompt engineering #AI upskilling #AI workflow #productivity #generative AI
  • 1 week ago · ai

    A Small LLM Trick: Giving AI Assistants Long-Term Memory

    I Have a Confession to Make I often forget how my own projects work. It usually happens like this: I spend a weekend building a Proof of Concept, life gets in...

    #LLM #long-term memory #AI assistants #prompt engineering #AGENTS.md #developer tools
  • 1 week ago · ai

    The Mute Agent: Why Your AI Needs to Shut Up and Listen to the Graph

    We are building agents wrong The current industry standard for agentic AI is the Chatty Generalist. You give an LLM a list of tools, a system prompt that says...

    #AI agents #LLM safety #prompt engineering #graph-based reasoning #mute agent #tool use
  • 1 week ago · ai

    7 Personalized Romance Novel Apps That Are Changing Digital Reading in 2026

    Beyond Static Pages: How AI‑Powered Interactive Romance is Redefining Reader Engagement Meta Description: Exploring the technical architecture and community dyn...

    #generative AI #LLM #interactive storytelling #personalized apps #prompt engineering
  • 1 week ago · ai

    When AI Gets Stuck, Don’t Fix It — Restart It

    Introduction When AI output degrades, most people instinctively try to fix it by adding more instructions. This feels reasonable, but in practice it is often t...

    #prompt engineering #LLM behavior #AI debugging #model alignment #conversation management
  • 1 week ago · ai

    زمن التفكير: كيف يغير лицо النماذج

    Read more about زمن التفكير: كيف يغير лицо النماذج...

    #thinking time #model inference #LLM performance #prompt engineering #response latency
  • 1 week ago · ai

    LLMs are like Humans - They make mistakes. Here is how we limit them with Guardrails

    !Cover image for LLMs are like Humans - They make mistakes. Here is how we limit them with Guardrailshttps://media2.dev.to/dynamic/image/width=1000,height=420,f...

    #LLM #AI hallucination #guardrails #prompt engineering #AI safety
  • 1 week ago · ai

    Promptelle: An All-in-One AI Photo Prompt Platform for Faster Image Creation

    Overview AI image generation is powerful, but writing effective prompts remains a major barrier for many creators. Promptelle is an AI photo prompt platform de...

    #AI image generation #prompt engineering #Promptelle #AI photo prompts #image-to-prompt tool #creative AI tools

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