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My journey in the AI agents intensive program...✨
Overview Participating in the Kaggle AI Agents Intensive was a completely new and exciting experience for me. When I joined, I wasn’t fully confident about how...
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Demystifying Retrieval-Augmented Generation (RAG)
Large Language Models LLMs have revolutionized the way we interact with information, but they have a fundamental limitation: their knowledge is frozen at the ti...
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Prompt Length vs. Context Window: The Real Limits Behind LLM Performance
Prompt Length vs. Context Window: Why Size Still Matters Large language models have evolved insanely fast in the last two years. GPT‑5.1, Gemini 3.1 Ultra, Cla...
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Return Facts, Not Interpretations: Why LLM Tools Should Be Dumber Than You Think
TL;DR: I tried to make my MCP Servers DOM‑exploration tool helpful by adding semantic interpretations to its output. The tool became brittle, task‑specific, and...
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I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉
Let’s be honest for a second. When you are building a RAG Retrieval-Augmented Generation pipeline, how do you pick your chunk_size and overlap? If you are like...
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Arrêtez de demander au LLM si c'est bien. Demandez-lui ce qui cloche.
Introduction : La boucle de l'enfer Il y a quelques mois, pour un talk technique, j'ai demandé à Claude une revue : 'Qu'en penses-tu ?' - V1 : 'Excellent ! Sol...
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How to use System prompts as Ground Truth for Evaluation
The Problem: Lack of Clear Ground Truth Most teams struggle to evaluate their AI agents because they don’t have a well‑defined ground truth. Typical workflow:...
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Launch HN: Mentat (YC S16) – Controlling LLMs with Runtime Intervention
Hi HN, I’m Cyril from CTGT. Today we’re launching Mentat https://api.ctgt.ai/v1/chat/completions, an API that gives developers deterministic control over LLM be...
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Best AI Background Generator for 2025: Create Custom Backgrounds Instantly
Introduction The demand for an advanced AI Background Generator has grown quickly as creators, brands, and e‑commerce sellers look for faster ways to design vi...
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A beginner's guide to the Ideogram-V3-Turbo model by Ideogram-Ai on Replicate
!Cover image for A beginner's guide to the Ideogram-V3-Turbo model by Ideogram-Ai on Replicatehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cove...
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My 5-Day Journey into AI Agents 🚀
Introduction I joined the 5-Day AI Agents Intensive Course with Google and Kagglehttps://www.kaggle.com/learn-guide/5-day-agents to understand how modern AI ag...
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Binary weighted evaluations...how to
1. What is a binary weighted evaluation? At a high level: - Define a set of binary criteria for a task. Each criterion is a question that can be answered with...