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Beyond Basic Prompts: Elevating Your LLM Game
There's a meaningful distinction between using large language models and truly mastering them. While most people interact with LLMs through simple question-and-...
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The creator of Claude Code just revealed his workflow, and developers are losing their minds
When the creator of the world's most advanced coding agent speaks, Silicon Valley doesn't just listen — it takes notes. For the past week, the engineering commu...
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AI Agents: Mastering 3 Essential Patterns (ReAct). Part 2 of 3
Article Part 1 The code for these patterns is available on GitHub. Repo “Tool‑Using” Pattern Article 1 We gave the AI hands to interact with the outside world....
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Fine-tuning & Model Optimization: Key Trends & Insights
Overview As the field of artificial intelligence AI and machine learning ML continues to evolve, the fine‑tuning and optimization of large language models LLMs...
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Scaling Latent Reasoning via Looped Language Models
Abstract Modern LLMs are trained to 'think' primarily via explicit text generation, such as chain-of-thought CoT, which defers reasoning to post‑training and u...
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How to Keep MCPs Useful in Agentic Pipelines
Check the tools your LLM uses before replacing it with just a more powerful model The post How to Keep MCPs Useful in Agentic Pipelines appeared first on Toward...
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How RAG Works...
What is Retrieval‑Augmented Generation RAG? If you’ve been following the AI space, you’ve definitely heard the buzzword RAG Retrieval‑Augmented Generation. It...
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I Built an AI Business Plan Generator - Here's What I Learned
The Problem with Business Plans Every entrepreneur knows the struggle: you have a brilliant idea, but turning it into a professional, investor‑ready business p...
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Real-World Agent Examples with Gemini 3
markdown December 19, 2025 We are entering a new phase of agentic AI. Developers are moving beyond simple notebooks to build complex, production‑ready agentic w...
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Instructions Are Not Control
!Cover image for Instructions Are Not Controlhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-u...
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Building an internal agent: Code-driven vs. LLM-driven workflows
Article URL: https://lethain.com/agents-coordinators/ Comments URL: https://news.ycombinator.com/item?id=46456682 Points: 3 Comments: 0...
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2025: The Year in LLMs
Article URL: https://simonwillison.net/2025/Dec/31/the-year-in-llms/ Comments URL: https://news.ycombinator.com/item?id=46449643 Points: 56 Comments: 21...